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Do not infer GPU availability, commercial operation, or AI-factory capacity from an announcement. Do not sum facility estimates into national operational megawatts. Do not use electricity-access percentages as grid reliability.", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "cloud", "dc", "grid", "cassava" ], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-intelligence-decision-workbench-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-decision-workbench-v1.0.0", "limitations": [ "Do not infer GPU availability, commercial operation, or AI-factory capacity from an announcement.", "Do not sum facility estimates into national operational megawatts.", "Do not use electricity-access percentages as grid reliability." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:decision-workflow:cloud-region-presence", "resultType": "DECISION_WORKFLOW", "canonicalUrl": "/tools/africa-infra-index/decision-workbench/", "title": "Cloud-region presence screening", "summary": "Is an operational AWS, Azure, or Google Cloud region evidenced in-country under the disclosed provider definition?", "aliases": [ "cloud-region-presence", "Cloud presence" ], "searchText": "Verify defined big-three cloud-region presence or a sourced zero for that narrow question. Do not infer overall market attractiveness or demand. Do not treat edge locations, partner deployments, or points of presence as cloud regions. Do not treat provider-specific AI plans as national operational capacity.", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "cloud", "cassava" ], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-intelligence-decision-workbench-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-decision-workbench-v1.0.0", "limitations": [ "Do not infer overall market attractiveness or demand.", "Do not treat edge locations, partner deployments, or points of presence as cloud regions.", "Do not treat provider-specific AI plans as national operational capacity." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:decision-workflow:digital-infrastructure-programme", "resultType": "DECISION_WORKFLOW", "canonicalUrl": "/tools/africa-infra-index/decision-workbench/", "title": "Digital-infrastructure programme diligence", "summary": "Is there enough comparable evidence to frame a national digital-infrastructure programme decision?", "aliases": [ "digital-infrastructure-programme", "Programme diligence" ], "searchText": "Expose the mandatory capacity, payments, and grid evidence that remains unresolved before programme design. Do not substitute subscriptions or accounts for unique active payment users. Do not treat missing capacity or reliability evidence as zero. Do not issue funding, procurement, or market-entry recommendations from this brief.", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "dc", "payments", "grid", "cloud" ], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-intelligence-decision-workbench-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-decision-workbench-v1.0.0", "limitations": [ "Do not substitute subscriptions or accounts for unique active payment users.", "Do not treat missing capacity or reliability evidence as zero.", "Do not issue funding, procurement, or market-entry recommendations from this brief." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:entity:ent-adca", "resultType": "ENTITY", "canonicalUrl": "/data/africa-intelligence/v1/query/entities.json#ent-adca", "title": "Africa Data Centres Association", "summary": "INDUSTRY ASSOCIATION with 1 indexed source and 6 linked observations.", "aliases": [ "ent-adca" ], "searchText": "INDUSTRY_ASSOCIATION Data Centres in Africa 2026: The Economic Report", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-dc-capacity-active", "ind-dc-capacity-construction", "ind-dc-capacity-planned", "ind-dc-global-share" ], "entityIds": [ "ent-adca" ], "entityNames": [ "Africa Data Centres Association" ], "providerNames": [], "evidenceStatuses": [ "OPERATIONAL", "VERIFIED", "PLANNED", "ESTIMATED" ], "confidence": [ "MEDIUM", "LOW" ], "sourceClasses": [ "INDUSTRY_AGGREGATION" ], "comparability": [ "CONTEXT_ONLY", 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"AWS", "Amazon", "Amazon Web Services" ], "searchText": "COMPANY AWS in Africa — Africa (Cape Town) Region", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "cloud" ], "indicatorIds": [ "ind-cloud-big3-regions" ], "entityIds": [ "ent-aws" ], "entityNames": [ "Amazon Web Services" ], "providerNames": [ "AWS", "Amazon", "Amazon Web Services" ], "evidenceStatuses": [ "OPERATIONAL", "VERIFIED" ], "confidence": [ "HIGH" ], "sourceClasses": [ "OFFICIAL_INVENTORY" ], "comparability": [ "COMPARABLE" ], "publicationDate": null, "observationDate": null, "effectiveDate": "2026-08-10", "retrievalStates": [ "REACHABLE" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [], "prohibitedInferences": [], "citations": [ { "citationId": "henok:source:aws-africa-current", "citationType": "SOURCE", "sourceId": "src-aws-africa-current", "sourceOrganisation": "Amazon Web Services", "canonicalUrl": "https://aws.amazon.com/local/africa/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:entity:ent-businessday-ng", "resultType": "ENTITY", "canonicalUrl": "/data/africa-intelligence/v1/query/entities.json#ent-businessday-ng", "title": "BusinessDay Nigeria", "summary": "MEDIA with 1 indexed source and 0 linked observations.", "aliases": [ "ent-businessday-ng" ], "searchText": "MEDIA Investors pour into Africa's digital backbone as data-centre projects near 900 MW", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [ "ent-businessday-ng" ], "entityNames": [ "BusinessDay Nigeria" ], "providerNames": [], "evidenceStatuses": [], "confidence": [], 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"registered-mobile-money-agents", "payments", "digital payments", "mobile money", "financial infrastructure" ], "searchText": "ind-mobile-money-agents PAYMENTS raw-regulator-v1 agents", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-mobile-money-agents" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "VERIFIED" ], "confidence": [ "HIGH" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "The indicator is not currently comparable across markets." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:indicator:ind-mobile-money-penetration", "resultType": "INDICATOR", "canonicalUrl": 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"releaseId": "africa-infra-v1.0.0", "limitations": [ "The indicator is not currently comparable across markets." ], "prohibitedInferences": [ { "code": "SUBSCRIPTIONS_NOT_UNIQUE_USERS", "label": "Subscriptions are not unique users", "message": "Subscription counts or penetration must not be presented as unique payment-user counts." } ], "citations": [] }, { "resultId": "result:indicator:ind-mobile-money-registered-accounts", "resultType": "INDICATOR", "canonicalUrl": "/data/africa-intelligence/v1/query/indicators.json#ind-mobile-money-registered-accounts", "title": "Registered mobile money accounts", "summary": "Registered accounts; not unique persons and not a citizen-usage percentage.", "aliases": [ "registered-mobile-money-accounts", "payments", "digital payments", "mobile money", "financial infrastructure" ], "searchText": "ind-mobile-money-registered-accounts PAYMENTS raw-central-bank-v1 accounts", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-mobile-money-registered-accounts" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "VERIFIED" ], "confidence": [ "MEDIUM" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "The indicator is not currently comparable across markets." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:indicator:ind-mobile-money-registered-global", "resultType": "INDICATOR", "canonicalUrl": "/data/africa-intelligence/v1/query/indicators.json#ind-mobile-money-registered-global", "title": "Global registered mobile money accounts", "summary": "Global registered account count.", "aliases": [ "mobile-money-registered-accounts-global", 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[ "The indicator is not currently comparable across markets." ], "prohibitedInferences": [ { "code": "SUBSCRIPTIONS_NOT_UNIQUE_USERS", "label": "Subscriptions are not unique users", "message": "Subscription counts or penetration must not be presented as unique payment-user counts." } ], "citations": [] }, { "resultId": "result:indicator:ind-mobile-money-transaction-value", "resultType": "INDICATOR", "canonicalUrl": "/data/africa-intelligence/v1/query/indicators.json#ind-mobile-money-transaction-value", "title": "Mobile money transaction value", "summary": "Regional or global mobile-money transaction value. Never attributed to a country without national evidence.", "aliases": [ "mobile-money-transaction-value-usd", "payments", "digital payments", "mobile money", "financial infrastructure" ], "searchText": "ind-mobile-money-transaction-value PAYMENTS gsma-2026 USD", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-mobile-money-transaction-value" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "VERIFIED", "ESTIMATED" ], "confidence": [ "MEDIUM" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "The indicator is not currently comparable across markets." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:indicator:ind-national-dc-operational-mw", "resultType": "INDICATOR", "canonicalUrl": "/data/africa-intelligence/v1/query/indicators.json#ind-national-dc-operational-mw", "title": "National operational data-centre capacity", "summary": "Operational national data-centre capacity under one consistent methodology.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw" ], "searchText": "ind-national-dc-operational-mw DATA_CENTRE unavailable-v1 MW", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "The indicator is not currently comparable across markets." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:observation:obs-africa-dc-active-adca-2026", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/index.json", "title": "Africa · Active data-centre capacity", "summary": "Active data-centre capacity: 360 MW · OPERATIONAL · CONTEXT_ONLY.", "aliases": [ "data-centre-capacity-active", "data centre", "data center", "datacentre", "capacity mw" ], "searchText": "obs-africa-dc-active-adca-2026 Active data-centre capacity Publisher-defined active capacity. Values from different reports are not assumed comparable. ADCA publisher-defined active capacity. Alternative reports use different definitions. 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"src-google-regions-current", "sourceOrganisation": "Google Cloud", "canonicalUrl": "https://docs.cloud.google.com/compute/docs/regions-zones", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-eg-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-dc-eg-unavailable", "title": "Egypt · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for Egypt; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "EG", "EGY", "Egypt" ], "searchText": "obs-dc-eg-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. No comparable national methodology. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "eg" ], "countryNames": [ "Egypt" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-eg-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/eg/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/eg.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/eg.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-eg-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:eg:data-centre:dc-eg-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-eg-unavailable", "sourceIds": [], "countryCode": "EG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-dc-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:eg:national-operational-data-centre-capacity-mw:dc-eg-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-eg-unavailable", "sourceIds": [], "countryCode": "EG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-dc-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-et-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-dc-et-unavailable", "title": "Ethiopia · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for Ethiopia; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "ET", "ETH", "Ethiopia" ], "searchText": "obs-dc-et-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. No comparable national methodology. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "et" ], "countryNames": [ "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-et-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/et/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/et.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/et.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-et-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:et:data-centre:dc-et-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-dc-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:et:national-operational-data-centre-capacity-mw:dc-et-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-dc-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-gh-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-dc-gh-unavailable", "title": "Ghana · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for Ghana; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "GH", "GHA", "Ghana" ], "searchText": "obs-dc-gh-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. No comparable national methodology. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "gh" ], "countryNames": [ "Ghana" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-gh-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/gh/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/gh.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/gh.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-gh-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:gh:data-centre:dc-gh-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-gh-unavailable", "sourceIds": [], "countryCode": "GH", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-dc-gh-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:gh:national-operational-data-centre-capacity-mw:dc-gh-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-gh-unavailable", "sourceIds": [], "countryCode": "GH", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-dc-gh-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-ke-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-dc-ke-unavailable", "title": "Kenya · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for Kenya; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "KE", "KEN", "Kenya" ], "searchText": "obs-dc-ke-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. No comparable national methodology. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-ke-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ke/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ke.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ke.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ke-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ke:data-centre:dc-ke-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-ke-unavailable", "sourceIds": [], "countryCode": "KE", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-dc-ke-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ke:national-operational-data-centre-capacity-mw:dc-ke-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-ke-unavailable", "sourceIds": [], "countryCode": "KE", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-dc-ke-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-ma-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-dc-ma-unavailable", "title": "Morocco · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for Morocco; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "MA", "MAR", "Morocco" ], "searchText": "obs-dc-ma-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. No comparable national methodology. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "ma" ], "countryNames": [ "Morocco" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-ma-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ma/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ma.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ma.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ma-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ma:data-centre:dc-ma-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-dc-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ma:national-operational-data-centre-capacity-mw:dc-ma-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-dc-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-ng-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-dc-ng-unavailable", "title": "Nigeria · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for Nigeria; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "NG", "NGA", "Nigeria" ], "searchText": "obs-dc-ng-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. Conflicting single-facility figures cannot establish a national total. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "ng" ], "countryNames": [ "Nigeria" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-ng-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ng/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ng.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ng.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ng-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ng:data-centre:dc-ng-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-dc-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ng:national-operational-data-centre-capacity-mw:dc-ng-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-dc-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-ug-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-dc-ug-unavailable", "title": "Uganda · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for Uganda; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "UG", "UGA", "Uganda" ], "searchText": "obs-dc-ug-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. No comparable national methodology. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "ug" ], "countryNames": [ "Uganda" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-ug-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ug/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ug.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ug.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ug-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ug:data-centre:dc-ug-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-dc-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ug:national-operational-data-centre-capacity-mw:dc-ug-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-dc-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-dc-za-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-dc-za-unavailable", "title": "South Africa · National operational data-centre capacity", "summary": "National operational data-centre capacity is UNAVAILABLE for South Africa; no zero is inferred.", "aliases": [ "national-operational-data-centre-capacity-mw", "data centre", "data center", "datacentre", "capacity mw", "ZA", "ZAF", "South Africa" ], "searchText": "obs-dc-za-unavailable National operational data-centre capacity Operational national data-centre capacity under one consistent methodology. No comparable national methodology. Facility figures are not summed. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-dc-za-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "MW", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Operational national data-centre capacity under one consistent methodology." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/za/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/za.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/za.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-za-dc-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:za:data-centre:dc-za-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-dc-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:za:national-operational-data-centre-capacity-mw:dc-za-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-dc-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-grid-eg-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-grid-eg-unavailable", "title": "Egypt · National grid reliability", "summary": "National grid reliability is UNAVAILABLE for Egypt; no zero is inferred.", "aliases": [ "national-grid-reliability", "power", "grid", "grid reliability", "electricity", "EG", "EGY", "Egypt" ], "searchText": "obs-grid-eg-unavailable National grid reliability National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE World Bank Access to electricity (% of population), EG.ELC.ACCS.ZS", "countryCodes": [ "eg" ], "countryNames": [ "Egypt" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [ "ent-world-bank" ], "entityNames": [ "World Bank" ], "providerNames": [ "World Bank" ], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [ "REFERENCE_DATASET" ], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [ "CARRIED_FORWARD" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "REVIEWED_WITHIN_30_DAYS" ], "observationId": "obs-grid-eg-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute." }, "providerScope": [ "World Bank" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-worldbank-electricity-access" ], "sourceOrganisation": "World Bank", "sourceTitle": "Access to electricity (% of population), EG.ELC.ACCS.ZS", "sourceUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceUrls": [ { "sourceId": "src-worldbank-electricity-access", "organisation": "World Bank", "title": "Access to electricity (% of population), EG.ELC.ACCS.ZS", "url": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceClass": "REFERENCE_DATASET", "retrievalState": "CARRIED_FORWARD" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source was carried forward from its last accepted review." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source was carried forward from its last accepted review." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "ELECTRICITY_ACCESS_NOT_GRID_RELIABILITY", "label": "Electricity access is not grid reliability", "message": "Electricity-access evidence must not be used as a substitute for national grid-reliability evidence." }, { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/eg/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/eg.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/eg.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceId": "src-worldbank-electricity-access", "reason": "Direct source link declared by the observation." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-eg-grid-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:eg:power:grid-eg-unavailable", "citationType": "OBSERVATION", "observationId": "obs-grid-eg-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "EG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-grid-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:eg:national-grid-reliability:grid-eg-unavailable", "citationType": "EVIDENCE", "observationId": "obs-grid-eg-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "EG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-grid-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:worldbank-electricity-access", "citationType": "SOURCE", "sourceId": "src-worldbank-electricity-access", "sourceOrganisation": "World Bank", "canonicalUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-grid-et-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-grid-et-unavailable", "title": "Ethiopia · National grid reliability", "summary": "National grid reliability is UNAVAILABLE for Ethiopia; no zero is inferred.", "aliases": [ "national-grid-reliability", "power", "grid", "grid reliability", "electricity", "ET", "ETH", "Ethiopia" ], "searchText": "obs-grid-et-unavailable National grid reliability National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE World Bank Access to electricity (% of population), EG.ELC.ACCS.ZS", "countryCodes": [ "et" ], "countryNames": [ "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [ "ent-world-bank" ], "entityNames": [ "World Bank" ], "providerNames": [ "World Bank" ], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [ "REFERENCE_DATASET" ], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [ "CARRIED_FORWARD" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "REVIEWED_WITHIN_30_DAYS" ], "observationId": "obs-grid-et-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. 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Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. 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Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. 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Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. 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Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. 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Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE World Bank Access to electricity (% of population), EG.ELC.ACCS.ZS", "countryCodes": [ "ug" ], "countryNames": [ "Uganda" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [ "ent-world-bank" ], "entityNames": [ "World Bank" ], "providerNames": [ "World Bank" ], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [ "REFERENCE_DATASET" ], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [ "CARRIED_FORWARD" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "REVIEWED_WITHIN_30_DAYS" ], "observationId": "obs-grid-ug-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute." }, "providerScope": [ "World Bank" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-worldbank-electricity-access" ], "sourceOrganisation": "World Bank", "sourceTitle": "Access to electricity (% of population), EG.ELC.ACCS.ZS", "sourceUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceUrls": [ { "sourceId": "src-worldbank-electricity-access", "organisation": "World Bank", "title": "Access to electricity (% of population), EG.ELC.ACCS.ZS", "url": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceClass": "REFERENCE_DATASET", "retrievalState": "CARRIED_FORWARD" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source was carried forward from its last accepted review." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source was carried forward from its last accepted review." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "ELECTRICITY_ACCESS_NOT_GRID_RELIABILITY", "label": "Electricity access is not grid reliability", "message": "Electricity-access evidence must not be used as a substitute for national grid-reliability evidence." }, { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ug/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ug.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ug.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceId": "src-worldbank-electricity-access", "reason": "Direct source link declared by the observation." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ug-grid-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ug:power:grid-ug-unavailable", "citationType": "OBSERVATION", "observationId": "obs-grid-ug-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "UG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-grid-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ug:national-grid-reliability:grid-ug-unavailable", "citationType": "EVIDENCE", "observationId": "obs-grid-ug-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "UG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-grid-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:worldbank-electricity-access", "citationType": "SOURCE", "sourceId": "src-worldbank-electricity-access", "sourceOrganisation": "World Bank", "canonicalUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-grid-za-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-grid-za-unavailable", "title": "South Africa · National grid reliability", "summary": "National grid reliability is UNAVAILABLE for South Africa; no zero is inferred.", "aliases": [ "national-grid-reliability", "power", "grid", "grid reliability", "electricity", "ZA", "ZAF", "South Africa" ], "searchText": "obs-grid-za-unavailable National grid reliability National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute. Electricity access is not grid reliability. No comparable series located. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE World Bank Access to electricity (% of population), EG.ELC.ACCS.ZS", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [ "ent-world-bank" ], "entityNames": [ "World Bank" ], "providerNames": [ "World Bank" ], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [ "REFERENCE_DATASET" ], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [ "CARRIED_FORWARD" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "REVIEWED_WITHIN_30_DAYS" ], "observationId": "obs-grid-za-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute." }, "providerScope": [ "World Bank" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-worldbank-electricity-access" ], "sourceOrganisation": "World Bank", "sourceTitle": "Access to electricity (% of population), EG.ELC.ACCS.ZS", "sourceUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceUrls": [ { "sourceId": "src-worldbank-electricity-access", "organisation": "World Bank", "title": "Access to electricity (% of population), EG.ELC.ACCS.ZS", "url": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceClass": "REFERENCE_DATASET", "retrievalState": "CARRIED_FORWARD" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source was carried forward from its last accepted review." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source was carried forward from its last accepted review." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "ELECTRICITY_ACCESS_NOT_GRID_RELIABILITY", "label": "Electricity access is not grid reliability", "message": "Electricity-access evidence must not be used as a substitute for national grid-reliability evidence." }, { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/za/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/za.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/za.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "sourceId": "src-worldbank-electricity-access", "reason": "Direct source link declared by the observation." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-za-grid-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:za:power:grid-za-unavailable", "citationType": "OBSERVATION", "observationId": "obs-grid-za-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "ZA", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-grid-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:za:national-grid-reliability:grid-za-unavailable", "citationType": "EVIDENCE", "observationId": "obs-grid-za-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "ZA", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-grid-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:worldbank-electricity-access", "citationType": "SOURCE", "sourceId": "src-worldbank-electricity-access", "sourceOrganisation": "World Bank", "canonicalUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-ke-mobile-money-agents-2026q3", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-agents-2026q3", "title": "Kenya · Registered mobile money agents", "summary": "Registered mobile money agents: 602470 agents · VERIFIED · CONTEXT_ONLY.", "aliases": [ "registered-mobile-money-agents", "payments", "digital payments", "mobile money", "financial infrastructure", "KE", "KEN", "Kenya" ], "searchText": "obs-ke-mobile-money-agents-2026q3 Registered mobile money agents Registered agent count reported by the national regulator. Registered agent count. VERIFIED HIGH CONTEXT_ONLY Communications Authority of Kenya Sector Statistics Report Q3 FY2025/26", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-mobile-money-agents" ], "entityIds": [ "ent-ca-kenya" ], "entityNames": [ "Communications Authority of Kenya" ], "providerNames": [ "CA Kenya", "Communications Authority of Kenya" ], "evidenceStatuses": [ "VERIFIED" ], "confidence": [ "HIGH" ], "sourceClasses": [ "OFFICIAL_DATA" ], "comparability": [ "CONTEXT_ONLY" ], "publicationDate": "2026-06", "publicationDates": [ "2026-06" ], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-03-31", "effectiveDate": "2026-03-31", "retrievalStates": [ "REACHABLE" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "observationId": "obs-ke-mobile-money-agents-2026q3", "valueState": "OBSERVED", "valueNumeric": 602470, "displayValue": 602470, "isSourcedZero": false, "unit": "agents", "evidenceState": "VERIFIED", "methodology": { "version": "raw-regulator-v1", "definition": "Registered agent count reported by the national regulator." }, "providerScope": [ "Communications Authority of Kenya" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-ca-kenya-q3-2026" ], "sourceOrganisation": "Communications Authority of Kenya", "sourceTitle": "Sector Statistics Report Q3 FY2025/26", "sourceUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceUrls": [ { "sourceId": "src-ca-kenya-q3-2026", "organisation": "Communications Authority of Kenya", "title": "Sector Statistics Report Q3 FY2025/26", "url": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceClass": "OFFICIAL_DATA", "retrievalState": "REACHABLE" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "The record is context only and cannot support a ranked comparison." ], "limitations": [ "The record is context only and cannot support a ranked comparison." ], "negativeKnowledgeState": null, "prohibitedInferences": [ { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ke/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ke.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ke.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceId": "src-ca-kenya-q3-2026", "reason": "Direct source link declared by the observation." } ], "citations": [ { "citationId": "henok:obs:ke:payments:ke-mobile-money-agents-2026q3", "citationType": "OBSERVATION", "observationId": "obs-ke-mobile-money-agents-2026q3", "sourceIds": [ "src-ca-kenya-q3-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-agents", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-agents-2026q3", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ke:registered-mobile-money-agents:ke-mobile-money-agents-2026q3", "citationType": "EVIDENCE", "observationId": "obs-ke-mobile-money-agents-2026q3", "sourceIds": [ "src-ca-kenya-q3-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-agents", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-agents-2026q3", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:ca-kenya-q3-2026", "citationType": "SOURCE", "sourceId": "src-ca-kenya-q3-2026", "sourceOrganisation": "Communications Authority of Kenya", "canonicalUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-ke-mobile-money-penetration-2026q3", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-penetration-2026q3", "title": "Kenya · Mobile money subscription penetration", "summary": "Mobile money subscription penetration: 100.1 % · VERIFIED · CONTEXT_ONLY.", "aliases": [ "mobile-money-subscription-penetration", "payments", "digital payments", "mobile money", "financial infrastructure", "KE", "KEN", "Kenya" ], "searchText": "obs-ke-mobile-money-penetration-2026q3 Mobile money subscription penetration Subscription penetration, which may exceed 100% because subscriptions are not unique persons. Subscription penetration may exceed 100%; it is not the share of unique citizens. VERIFIED HIGH CONTEXT_ONLY Communications Authority of Kenya Sector Statistics Report Q3 FY2025/26", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-mobile-money-penetration" ], "entityIds": [ "ent-ca-kenya" ], "entityNames": [ "Communications Authority of Kenya" ], "providerNames": [ "CA Kenya", "Communications Authority of Kenya" ], "evidenceStatuses": [ "VERIFIED" ], "confidence": [ "HIGH" ], "sourceClasses": [ "OFFICIAL_DATA" ], "comparability": [ "CONTEXT_ONLY" ], "publicationDate": "2026-06", "publicationDates": [ "2026-06" ], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-03-31", "effectiveDate": "2026-03-31", "retrievalStates": [ "REACHABLE" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "observationId": "obs-ke-mobile-money-penetration-2026q3", "valueState": "OBSERVED", "valueNumeric": 100.1, "displayValue": 100.1, "isSourcedZero": false, "unit": "%", "evidenceState": "VERIFIED", "methodology": { "version": "raw-regulator-v1", "definition": "Subscription penetration, which may exceed 100% because subscriptions are not unique persons." }, "providerScope": [ "Communications Authority of Kenya" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-ca-kenya-q3-2026" ], "sourceOrganisation": "Communications Authority of Kenya", "sourceTitle": "Sector Statistics Report Q3 FY2025/26", "sourceUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceUrls": [ { "sourceId": "src-ca-kenya-q3-2026", "organisation": "Communications Authority of Kenya", "title": "Sector Statistics Report Q3 FY2025/26", "url": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceClass": "OFFICIAL_DATA", "retrievalState": "REACHABLE" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "The record is context only and cannot support a ranked comparison." ], "limitations": [ "The record is context only and cannot support a ranked comparison." ], "negativeKnowledgeState": null, "prohibitedInferences": [ { "code": "SUBSCRIPTIONS_NOT_UNIQUE_USERS", "label": "Subscriptions are not unique users", "message": "Subscription counts or penetration must not be presented as unique payment-user counts." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ke/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ke.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ke.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceId": "src-ca-kenya-q3-2026", "reason": "Direct source link declared by the observation." } ], "citations": [ { "citationId": "henok:obs:ke:payments:ke-mobile-money-penetration-2026q3", "citationType": "OBSERVATION", "observationId": "obs-ke-mobile-money-penetration-2026q3", "sourceIds": [ "src-ca-kenya-q3-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-penetration", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-penetration-2026q3", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ke:mobile-money-subscription-penetration:ke-mobile-money-penetration-2026q3", "citationType": "EVIDENCE", "observationId": "obs-ke-mobile-money-penetration-2026q3", "sourceIds": [ "src-ca-kenya-q3-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-penetration", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-penetration-2026q3", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:ca-kenya-q3-2026", "citationType": "SOURCE", "sourceId": "src-ca-kenya-q3-2026", "sourceOrganisation": "Communications Authority of Kenya", "canonicalUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-ke-mobile-money-registered-accounts-2026-04", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-registered-accounts-2026-04", "title": "Kenya · Registered mobile money accounts", "summary": "Registered mobile money accounts: 92840000 accounts · VERIFIED · CONTEXT_ONLY.", "aliases": [ "registered-mobile-money-accounts", "payments", "digital payments", "mobile money", "financial infrastructure", "KE", "KEN", "Kenya" ], "searchText": "obs-ke-mobile-money-registered-accounts-2026-04 Registered mobile money accounts Registered accounts; not unique persons and not a citizen-usage percentage. Carried forward from the verified explorer. Source endpoint was not retrievable on 10 August; do not convert to unique citizens. VERIFIED MEDIUM CONTEXT_ONLY Central Bank of Kenya National Payment System — Mobile Payments", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-mobile-money-registered-accounts" ], "entityIds": [ "ent-cbk" ], "entityNames": [ "Central Bank of Kenya" ], "providerNames": [ "CBK", "Central Bank of Kenya" ], "evidenceStatuses": [ "VERIFIED" ], "confidence": [ "MEDIUM" ], "sourceClasses": [ "OFFICIAL_DATA" ], "comparability": [ "CONTEXT_ONLY" ], "publicationDate": "2026-04", "publicationDates": [ "2026-04" ], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-04-30", "effectiveDate": "2026-04-30", "retrievalStates": [ "BLOCKED_ON_RECHECK" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "observationId": "obs-ke-mobile-money-registered-accounts-2026-04", "valueState": "OBSERVED", "valueNumeric": 92840000, "displayValue": 92840000, "isSourcedZero": false, "unit": "accounts", "evidenceState": "VERIFIED", "methodology": { "version": "raw-central-bank-v1", "definition": "Registered accounts; not unique persons and not a citizen-usage percentage." }, "providerScope": [ "Central Bank of Kenya" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-cbk-mobile-payments-2026" ], "sourceOrganisation": "Central Bank of Kenya", "sourceTitle": "National Payment System — Mobile Payments", "sourceUrl": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "sourceUrls": [ { "sourceId": "src-cbk-mobile-payments-2026", "organisation": "Central Bank of Kenya", "title": "National Payment System — Mobile Payments", "url": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "sourceClass": "OFFICIAL_DATA", "retrievalState": "BLOCKED_ON_RECHECK" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "The record is context only and cannot support a ranked comparison.", "At least one linked source is BLOCKED_ON_RECHECK; evidence remains bounded to this release." ], "limitations": [ "The record is context only and cannot support a ranked comparison.", "At least one linked source is BLOCKED_ON_RECHECK; evidence remains bounded to this release." ], "negativeKnowledgeState": null, "prohibitedInferences": [ { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ke/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ke.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ke.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "sourceId": "src-cbk-mobile-payments-2026", "reason": "Direct source link declared by the observation." } ], "citations": [ { "citationId": "henok:obs:ke:payments:ke-mobile-money-registered-accounts-2026-04", "citationType": "OBSERVATION", "observationId": "obs-ke-mobile-money-registered-accounts-2026-04", "sourceIds": [ "src-cbk-mobile-payments-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-registered-accounts", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-registered-accounts-2026-04", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ke:registered-mobile-money-accounts:ke-mobile-money-registered-accounts-2026-04", "citationType": "EVIDENCE", "observationId": "obs-ke-mobile-money-registered-accounts-2026-04", "sourceIds": [ "src-cbk-mobile-payments-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-registered-accounts", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-registered-accounts-2026-04", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:cbk-mobile-payments-2026", "citationType": "SOURCE", "sourceId": "src-cbk-mobile-payments-2026", "sourceOrganisation": "Central Bank of Kenya", "canonicalUrl": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-ke-mobile-money-subscriptions-2026q3", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-subscriptions-2026q3", "title": "Kenya · Mobile money subscriptions", "summary": "Mobile money subscriptions: 53368939 subscriptions · VERIFIED · CONTEXT_ONLY.", "aliases": [ "mobile-money-subscriptions", "payments", "digital payments", "mobile money", "financial infrastructure", "KE", "KEN", "Kenya" ], "searchText": "obs-ke-mobile-money-subscriptions-2026q3 Mobile money subscriptions Reported mobile-money subscriptions; not unique persons. Exact regulator table value. Rounded to 53.37m in the legacy UI. Not unique persons. VERIFIED HIGH CONTEXT_ONLY Communications Authority of Kenya Sector Statistics Report Q3 FY2025/26", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-mobile-money-subscriptions" ], "entityIds": [ "ent-ca-kenya" ], "entityNames": [ "Communications Authority of Kenya" ], "providerNames": [ "CA Kenya", "Communications Authority of Kenya" ], "evidenceStatuses": [ "VERIFIED" ], "confidence": [ "HIGH" ], "sourceClasses": [ "OFFICIAL_DATA" ], "comparability": [ "CONTEXT_ONLY" ], "publicationDate": "2026-06", "publicationDates": [ "2026-06" ], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-03-31", "effectiveDate": "2026-03-31", "retrievalStates": [ "REACHABLE" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "observationId": "obs-ke-mobile-money-subscriptions-2026q3", "valueState": "OBSERVED", "valueNumeric": 53368939, "displayValue": 53368939, "isSourcedZero": false, "unit": "subscriptions", "evidenceState": "VERIFIED", "methodology": { "version": "raw-regulator-v1", "definition": "Reported mobile-money subscriptions; not unique persons." }, "providerScope": [ "Communications Authority of Kenya" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-ca-kenya-q3-2026" ], "sourceOrganisation": "Communications Authority of Kenya", "sourceTitle": "Sector Statistics Report Q3 FY2025/26", "sourceUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceUrls": [ { "sourceId": "src-ca-kenya-q3-2026", "organisation": "Communications Authority of Kenya", "title": "Sector Statistics Report Q3 FY2025/26", "url": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceClass": "OFFICIAL_DATA", "retrievalState": "REACHABLE" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "The record is context only and cannot support a ranked comparison." ], "limitations": [ "The record is context only and cannot support a ranked comparison." ], "negativeKnowledgeState": null, "prohibitedInferences": [ { "code": "SUBSCRIPTIONS_NOT_UNIQUE_USERS", "label": "Subscriptions are not unique users", "message": "Subscription counts or penetration must not be presented as unique payment-user counts." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ke/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ke.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ke.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceId": "src-ca-kenya-q3-2026", "reason": "Direct source link declared by the observation." } ], "citations": [ { "citationId": "henok:obs:ke:payments:ke-mobile-money-subscriptions-2026q3", "citationType": "OBSERVATION", "observationId": "obs-ke-mobile-money-subscriptions-2026q3", "sourceIds": [ "src-ca-kenya-q3-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-subscriptions", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-subscriptions-2026q3", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ke:mobile-money-subscriptions:ke-mobile-money-subscriptions-2026q3", "citationType": "EVIDENCE", "observationId": "obs-ke-mobile-money-subscriptions-2026q3", "sourceIds": [ "src-ca-kenya-q3-2026" ], "countryCode": "KE", "indicatorId": "ind-mobile-money-subscriptions", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-ke-mobile-money-subscriptions-2026q3", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:ca-kenya-q3-2026", "citationType": "SOURCE", "sourceId": "src-ca-kenya-q3-2026", "sourceOrganisation": "Communications Authority of Kenya", "canonicalUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-eg-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-payments-eg-unavailable", "title": "Egypt · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for Egypt; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "EG", "EGY", "Egypt" ], "searchText": "obs-payments-eg-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Awaiting regulator extraction under a common definition and period. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "eg" ], "countryNames": [ "Egypt" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-payments-eg-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/eg/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/eg.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/eg.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-eg-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:eg:payments:payments-eg-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-eg-unavailable", "sourceIds": [], "countryCode": "EG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-payments-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:eg:national-digital-payment-activity:payments-eg-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-eg-unavailable", "sourceIds": [], "countryCode": "EG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-payments-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-et-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-payments-et-unavailable", "title": "Ethiopia · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for Ethiopia; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "ET", "ETH", "Ethiopia" ], "searchText": "obs-payments-et-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Awaiting regulator extraction under a common definition and period. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "et" ], "countryNames": [ "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-payments-et-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/et/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/et.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/et.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-et-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:et:payments:payments-et-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-payments-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:et:national-digital-payment-activity:payments-et-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-payments-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-gh-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-payments-gh-unavailable", "title": "Ghana · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for Ghana; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "GH", "GHA", "Ghana" ], "searchText": "obs-payments-gh-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Awaiting regulator extraction under a common definition and period. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "gh" ], "countryNames": [ "Ghana" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-payments-gh-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/gh/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/gh.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/gh.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-gh-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:gh:payments:payments-gh-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-gh-unavailable", "sourceIds": [], "countryCode": "GH", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-payments-gh-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:gh:national-digital-payment-activity:payments-gh-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-gh-unavailable", "sourceIds": [], "countryCode": "GH", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-payments-gh-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-ke-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-payments-ke-unavailable", "title": "Kenya · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for Kenya; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "KE", "KEN", "Kenya" ], "searchText": "obs-payments-ke-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Kenya raw evidence exists, but a one-country observation cannot populate a comparable eight-country dimension. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE Communications Authority of Kenya Central Bank of Kenya Sector Statistics Report Q3 FY2025/26 National Payment System — Mobile Payments", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [ "ent-ca-kenya", "ent-cbk" ], "entityNames": [ "Communications Authority of Kenya", "Central Bank of Kenya" ], "providerNames": [ "CA Kenya", "Communications Authority of Kenya", "CBK", "Central Bank of Kenya" ], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [ "OFFICIAL_DATA" ], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": "2026-06", "publicationDates": [ "2026-06", "2026-04" ], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [ "REACHABLE", "BLOCKED_ON_RECHECK" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "observationId": "obs-payments-ke-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [ "Communications Authority of Kenya", "Central Bank of Kenya" ], "geographicScope": "COUNTRY", "sourceIds": [ "src-ca-kenya-q3-2026", "src-cbk-mobile-payments-2026" ], "sourceOrganisation": "Communications Authority of Kenya; Central Bank of Kenya", "sourceTitle": null, "sourceUrl": null, "sourceUrls": [ { "sourceId": "src-ca-kenya-q3-2026", "organisation": "Communications Authority of Kenya", "title": "Sector Statistics Report Q3 FY2025/26", "url": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceClass": "OFFICIAL_DATA", "retrievalState": "REACHABLE" }, { "sourceId": "src-cbk-mobile-payments-2026", "organisation": "Central Bank of Kenya", "title": "National Payment System — Mobile Payments", "url": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "sourceClass": "OFFICIAL_DATA", "retrievalState": "BLOCKED_ON_RECHECK" } ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source is BLOCKED_ON_RECHECK; evidence remains bounded to this release." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology.", "At least one linked source is BLOCKED_ON_RECHECK; evidence remains bounded to this release." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ke/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ke.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ke.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "EVIDENCED_BY", "target": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "sourceId": "src-ca-kenya-q3-2026", "reason": "Direct source link declared by the observation." }, { "relationship": "EVIDENCED_BY", "target": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "sourceId": "src-cbk-mobile-payments-2026", "reason": "Direct source link declared by the observation." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ke-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ke:payments:payments-ke-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ke-unavailable", "sourceIds": [ "src-ca-kenya-q3-2026", "src-cbk-mobile-payments-2026" ], "countryCode": "KE", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-payments-ke-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ke:national-digital-payment-activity:payments-ke-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ke-unavailable", "sourceIds": [ "src-ca-kenya-q3-2026", "src-cbk-mobile-payments-2026" ], "countryCode": "KE", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-payments-ke-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:ca-kenya-q3-2026", "citationType": "SOURCE", "sourceId": "src-ca-kenya-q3-2026", "sourceOrganisation": "Communications Authority of Kenya", "canonicalUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:cbk-mobile-payments-2026", "citationType": "SOURCE", "sourceId": "src-cbk-mobile-payments-2026", "sourceOrganisation": "Central Bank of Kenya", "canonicalUrl": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-ma-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-payments-ma-unavailable", "title": "Morocco · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for Morocco; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "MA", "MAR", "Morocco" ], "searchText": "obs-payments-ma-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Awaiting regulator extraction under a common definition and period. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "ma" ], "countryNames": [ "Morocco" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-payments-ma-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ma/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ma.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ma.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ma-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ma:payments:payments-ma-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-payments-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ma:national-digital-payment-activity:payments-ma-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-payments-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-ng-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-payments-ng-unavailable", "title": "Nigeria · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for Nigeria; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "NG", "NGA", "Nigeria" ], "searchText": "obs-payments-ng-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Awaiting regulator extraction under a common definition and period. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "ng" ], "countryNames": [ "Nigeria" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-payments-ng-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ng/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ng.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ng.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ng-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ng:payments:payments-ng-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-payments-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ng:national-digital-payment-activity:payments-ng-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-payments-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-ug-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-payments-ug-unavailable", "title": "Uganda · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for Uganda; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "UG", "UGA", "Uganda" ], "searchText": "obs-payments-ug-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Awaiting regulator extraction under a common definition and period. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "ug" ], "countryNames": [ "Uganda" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-payments-ug-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/ug/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/ug.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/ug.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-ug-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:ug:payments:payments-ug-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-payments-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ug:national-digital-payment-activity:payments-ug-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-payments-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-payments-za-unavailable", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-payments-za-unavailable", "title": "South Africa · National digital-payment activity", "summary": "National digital-payment activity is UNAVAILABLE for South Africa; no zero is inferred.", "aliases": [ "national-digital-payment-activity", "payments", "digital payments", "mobile money", "financial infrastructure", "ZA", "ZAF", "South Africa" ], "searchText": "obs-payments-za-unavailable National digital-payment activity Common-period national payment activity under one regulator-sourced definition. Awaiting regulator extraction under a common definition and period. UNAVAILABLE INSUFFICIENT NOT_COMPARABLE", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "publicationDates": [], "publicationDateSemantics": "LATEST_LINKED_SOURCE_PUBLICATION_DATE_OR_NULL", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "observationId": "obs-payments-za-unavailable", "valueState": "MISSING", "valueNumeric": null, "displayValue": "UNAVAILABLE", "isSourcedZero": false, "unit": "index", "evidenceState": "UNAVAILABLE", "methodology": { "version": "unavailable-v1", "definition": "Common-period national payment activity under one regulator-sourced definition." }, "providerScope": [], "geographicScope": "COUNTRY", "sourceIds": [], "sourceOrganisation": null, "sourceTitle": null, "sourceUrl": null, "sourceUrls": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "historicalSnapshot": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "supersededObservation": null, "decisionBoundary": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "limitations": [ "No accepted observation is available; this record cannot support a numeric claim.", "The record is not suitable for cross-country comparison under the current methodology." ], "negativeKnowledgeState": "EVIDENCE_REQUIRED", "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "relatedEvidence": [ { "relationship": "COUNTRY_PROFILE", "target": "/tools/africa-infra-index/countries/za/", "reason": "Same governed country." }, { "relationship": "COUNTRY_QUERY_OBJECT", "target": "/data/africa-intelligence/v1/query/countries/za.json", "reason": "Same country retrieval bundle." }, { "relationship": "DECISION_WORKFLOW", "target": "/data/africa-intelligence/v1/decisions/za.json", "reason": "Same country evidence-gated decision context." }, { "relationship": "RESEARCH_GAP", "target": "/data/africa-intelligence/v1/research-queue.json#research-za-payments-v1", "reason": "Gap is bound to the same current observation." } ], "citations": [ { "citationId": "henok:obs:za:payments:payments-za-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-payments-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:za:national-digital-payment-activity:payments-za-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-payments-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:observation:obs-ssa-mobile-money-value-2025", "resultType": "OBSERVATION", "canonicalUrl": "/data/africa-intelligence/v1/query/index.json", "title": "Sub-Saharan Africa · Mobile money transaction value", "summary": "Mobile money transaction value: 1400000000000 USD · ESTIMATED · CONTEXT_ONLY.", "aliases": [ "mobile-money-transaction-value-usd", "payments", "digital payments", "mobile money", "financial infrastructure" ], "searchText": "obs-ssa-mobile-money-value-2025 Mobile money transaction value Regional or global mobile-money transaction value. Never attributed to a country without national evidence. Sub-Saharan Africa regional observation; never nationalise. 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Cassava scales African AI infrastructure with NVIDIA-powered AI Factories Cassava scales African AI infrastructure with NVIDIA-powered AI Factories", "countryCodes": [ "ng", "ke", "eg", "ma" ], "countryNames": [ "Nigeria", "Kenya", "Egypt", "Morocco" ], "regions": [ "africa" ], "dimensions": [ "ai-compute" ], "indicatorIds": [], "entityIds": [ "ent-cassava" ], "entityNames": [ "Cassava Technologies" ], "providerNames": [ "Cassava", "Cassava Technologies" ], "evidenceStatuses": [ "PLANNED" ], "confidence": [ "MEDIUM" ], "sourceClasses": [ "COMPANY_ANNOUNCEMENT" ], "comparability": [ "CONTEXT_ONLY" ], "publicationDate": "2026-03-18", "observationDate": "2026-03-18", "effectiveDate": "2026-03-18", "retrievalStates": [ "REACHABLE", "CARRIED_FORWARD" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF", "REVIEWED_WITHIN_30_DAYS" ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "Project evidence is context only and is not national operational capacity." ], "prohibitedInferences": [ { "code": "ANNOUNCED_PLANNED_NOT_OPERATIONAL", "label": "Announced or planned is not operational", "message": "Announced or planned infrastructure must not be presented as operational infrastructure." }, { "code": "PROVIDER_ANNOUNCEMENT_NOT_NATIONAL_CAPACITY", "label": "Provider announcement is not national capacity", "message": "A provider announcement must not be converted into verified operational national capacity." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:source:cassava-tech-2026", "citationType": "SOURCE", "sourceId": "src-cassava-tech-2026", "sourceOrganisation": "Cassava Technologies", "canonicalUrl": "https://www.cassavatechnologies.com/cassava-scales-african-ai-infrastructure-with-nvidia-powered-ai-factories-to-accelerate-sovereign-data-capabilities/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:cassava-ai-2026", "citationType": "SOURCE", "sourceId": "src-cassava-ai-2026", "sourceOrganisation": "Cassava Technologies", "canonicalUrl": "https://www.cassava.ai/2026/03/18/cassava-scales-african-ai-infrastructure-with-nvidia-powered-ai-factories-to-accelerate-sovereign-data-capabilities/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:project:project-cassava-ai-factory-za", "resultType": "PROJECT", "canonicalUrl": "/data/africa-intelligence/v1/query/graph.json", "title": "Cassava AI Factory — South Africa", "summary": "ANNOUNCED · DEPLOYING · Official statement says deploying. No accepted MW, GPU count, investment value or independent commissioning date.", "aliases": [ "project-cassava-ai-factory-za", "Cassava Technologies" ], "searchText": "Official statement says deploying. No accepted MW, GPU count, investment value or independent commissioning date. Cassava scales African AI infrastructure with NVIDIA-powered AI Factories Cassava scales African AI infrastructure with NVIDIA-powered AI Factories", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "ai-compute" ], "indicatorIds": [], "entityIds": [ "ent-cassava" ], "entityNames": [ "Cassava Technologies" ], "providerNames": [ "Cassava", "Cassava Technologies" ], "evidenceStatuses": [ "ANNOUNCED" ], "confidence": [ "MEDIUM" ], "sourceClasses": [ "COMPANY_ANNOUNCEMENT" ], "comparability": [ "CONTEXT_ONLY" ], "publicationDate": "2026-03-18", "observationDate": "2026-03-18", "effectiveDate": "2026-03-18", "retrievalStates": [ "REACHABLE", "CARRIED_FORWARD" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF", "REVIEWED_WITHIN_30_DAYS" ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "Project evidence is context only and is not national operational capacity." ], "prohibitedInferences": [ { "code": "ANNOUNCED_PLANNED_NOT_OPERATIONAL", "label": "Announced or planned is not operational", "message": "Announced or planned infrastructure must not be presented as operational infrastructure." }, { "code": "PROVIDER_ANNOUNCEMENT_NOT_NATIONAL_CAPACITY", "label": "Provider announcement is not national capacity", "message": "A provider announcement must not be converted into verified operational national capacity." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:source:cassava-tech-2026", "citationType": "SOURCE", "sourceId": "src-cassava-tech-2026", "sourceOrganisation": "Cassava Technologies", "canonicalUrl": "https://www.cassavatechnologies.com/cassava-scales-african-ai-infrastructure-with-nvidia-powered-ai-factories-to-accelerate-sovereign-data-capabilities/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:cassava-ai-2026", "citationType": "SOURCE", "sourceId": "src-cassava-ai-2026", "sourceOrganisation": "Cassava Technologies", "canonicalUrl": "https://www.cassava.ai/2026/03/18/cassava-scales-african-ai-infrastructure-with-nvidia-powered-ai-factories-to-accelerate-sovereign-data-capabilities/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:project:project-equinix-ct1-ct2", "resultType": "PROJECT", "canonicalUrl": "/data/africa-intelligence/v1/query/graph.json", "title": "Equinix CT1 and CT2", "summary": "DISPUTED · PLANNED · Conditional land-use approval is not construction or commissioning. 174 MVA is preserved as MVA.", "aliases": [ "project-equinix-ct1-ct2", "Equinix" ], "searchText": "Conditional land-use approval is not construction or commissioning. 174 MVA is preserved as MVA. Giant data centres get the first green light from Cape Town tribunal Cape Town data centre growth puts SA planning rules to the test Cape Town approves development of mega data centre despite fears over water and power Cape Town approves Equinix hyperscale data centre despite community objections", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "ai-compute" ], "indicatorIds": [], "entityIds": [ "ent-equinix" ], "entityNames": [ "Equinix" ], "providerNames": [], "evidenceStatuses": [ "DISPUTED" ], "confidence": [ "MEDIUM" ], "sourceClasses": [ "SECONDARY_REPORT" ], "comparability": [ "CONTEXT_ONLY" ], "publicationDate": null, "observationDate": null, "effectiveDate": null, "retrievalStates": [ "REACHABLE", "CARRIED_FORWARD" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF", "REVIEWED_WITHIN_30_DAYS" ], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "Project evidence is context only and is not national operational capacity." ], "prohibitedInferences": [ { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:source:groundup-2026-07-14", "citationType": "SOURCE", "sourceId": "src-groundup-2026-07-14", "sourceOrganisation": "GroundUp", "canonicalUrl": "https://groundup.org.za/article/giant-data-centres-get-the-first-green-light-from-cape-town-tribunal/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:moneyweb-2026-07-23", "citationType": "SOURCE", "sourceId": "src-moneyweb-2026-07-23", "sourceOrganisation": "Moneyweb", "canonicalUrl": "https://www.moneyweb.co.za/news/tech/cape-town-data-centre-growth-puts-sa-planning-rules-to-the-test/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:news24-2026-07-14", "citationType": "SOURCE", "sourceId": "src-news24-2026-07-14", "sourceOrganisation": "News24", "canonicalUrl": "https://www.news24.com/southafrica/news/cape-town-approves-development-of-mega-data-centre-despite-fears-over-water-and-power-20260714-0819", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:techafrica-2026-08-04", "citationType": "SOURCE", "sourceId": "src-techafrica-2026-08-04", "sourceOrganisation": "TechAfrica News", "canonicalUrl": "https://techafricanews.com/2026/08/04/cape-town-approves-equinix-hyperscale-data-centre-despite-community-objections/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:release:africa-intelligence-comparison-history-v1.0.0", "resultType": "RELEASE", "canonicalUrl": "/data/africa-intelligence/v1/phase4-release.json", "title": "Phase 4 · Comparison & History", "summary": "Comparison & History entered PRODUCTION_CANDIDATE. No ranking, score, forecast, or automated recommendation is enabled.", "aliases": [ "africa-intelligence-comparison-history-v1.0.0", "comparison matrix", "methodology", "baseline snapshot" ], "searchText": "comparison matrix methodology baseline snapshot", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": "2026-08-12", "observationDate": null, "effectiveDate": "2026-08-12", "retrievalStates": [], "releaseIds": [ "africa-intelligence-comparison-history-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-comparison-history-v1.0.0", "limitations": [ "Release metadata describes system governance, not infrastructure activity." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:release:africa-intelligence-country-profiles-v1.0.0", "resultType": "RELEASE", "canonicalUrl": "/data/africa-intelligence/v1/phase5-release.json", "title": "Phase 5 · Country Profiles", "summary": "Country Profiles entered PRODUCTION_CANDIDATE. No ranking, score, forecast, or automated recommendation is enabled.", "aliases": [ "africa-intelligence-country-profiles-v1.0.0", "country profiles", "research queue" ], "searchText": "country profiles research queue", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": "2026-08-12", "observationDate": null, "effectiveDate": "2026-08-12", "retrievalStates": [], "releaseIds": [ "africa-intelligence-country-profiles-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-country-profiles-v1.0.0", "limitations": [ "Release metadata describes system governance, not infrastructure activity." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:release:africa-intelligence-decision-workbench-v1.0.0", "resultType": "RELEASE", "canonicalUrl": "/data/africa-intelligence/v1/phase6-release.json", "title": "Phase 6 · Decision Workbench", "summary": "Decision Workbench entered PRODUCTION_CANDIDATE. No ranking, score, forecast, or automated recommendation is enabled.", "aliases": [ "africa-intelligence-decision-workbench-v1.0.0", "decision workflows", "evidence gates", "decision briefs" ], "searchText": "decision workflows evidence gates decision briefs", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": "2026-08-12", "observationDate": null, "effectiveDate": "2026-08-12", "retrievalStates": [], "releaseIds": [ "africa-intelligence-decision-workbench-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-decision-workbench-v1.0.0", "limitations": [ "Release metadata describes system governance, not infrastructure activity." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:release:africa-intelligence-distribution-layer-v1.0.0", "resultType": "RELEASE", "canonicalUrl": "/data/africa-intelligence/v1/phase7-release.json", "title": "Phase 7 · Distribution Layer", "summary": "Distribution Layer entered PRODUCTION_CANDIDATE. No ranking, score, forecast, or automated recommendation is enabled.", "aliases": [ "africa-intelligence-distribution-layer-v1.0.0", "catalog", "feeds", "exports", "embeds", "AI discovery" ], "searchText": "catalog feeds exports embeds AI discovery", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": "2026-08-12", "observationDate": null, "effectiveDate": "2026-08-12", "retrievalStates": [], "releaseIds": [ "africa-intelligence-distribution-layer-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-distribution-layer-v1.0.0", "limitations": [ "Release metadata describes system governance, not infrastructure activity." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:release:africa-intelligence-operations-v1.0.0", "resultType": "RELEASE", "canonicalUrl": "/data/africa-intelligence/v1/release.json", "title": "Phase 3 · Evidence Operations", "summary": "Evidence Operations entered PRODUCTION_CANDIDATE. No ranking, score, forecast, or automated recommendation is enabled.", "aliases": [ "africa-intelligence-operations-v1.0.0", "release integrity", "coverage", "source health" ], "searchText": "release integrity coverage source health", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": "2026-08-12", "observationDate": null, "effectiveDate": "2026-08-12", "retrievalStates": [], "releaseIds": [ "africa-intelligence-operations-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-operations-v1.0.0", "limitations": [ "Release metadata describes system governance, not infrastructure activity." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:release:africa-intelligence-query-engine-v1.0.0", "resultType": "RELEASE", "canonicalUrl": "/data/africa-intelligence/v1/phase8-release.json", "title": "Phase 8 · Africa Intelligence Query Engine V1", "summary": "Query Engine entered PRODUCTION_CANDIDATE. Canonical evidence remains unchanged.", "aliases": [ "africa-intelligence-query-engine-v1.0.0", "query-v1" ], "searchText": "retrieval citations graph negative knowledge prohibited inferences", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [], "publicationDate": "2026-08-13", "observationDate": null, "effectiveDate": "2026-08-13", "retrievalStates": [], "releaseIds": [ "africa-intelligence-query-engine-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-intelligence-query-engine-v1.0.0", "limitations": [ "Phase 8 is PRODUCTION_CANDIDATE and is not automatically validated." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:research-gap:research-eg-dc-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#research-eg-dc-v1", "title": "Egypt · National data-centre capacity", "summary": "OPEN · Evidence required: Operational national data-centre capacity under one consistent methodology.", "aliases": [ "research-eg-dc-v1", "National data-centre capacity", "dc" ], "searchText": "A national operational-capacity figure under one disclosed, repeatable methodology with operational and planned capacity separated. Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence. COMPARABILITY_BLOCKER", "countryCodes": [ "eg" ], "countryNames": [ "Egypt" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Operational national data-centre capacity under one consistent methodology.", "currentObservation": "obs-dc-eg-unavailable", "blocker": "Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:eg:data-centre:dc-eg-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-eg-unavailable", "sourceIds": [], "countryCode": "EG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-dc-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:eg:national-operational-data-centre-capacity-mw:dc-eg-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-eg-unavailable", "sourceIds": [], "countryCode": "EG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-dc-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-eg-grid-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#research-eg-grid-v1", "title": "Egypt · National grid reliability", "summary": "OPEN · Evidence required: National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "aliases": [ "research-eg-grid-v1", "National grid reliability", "grid" ], "searchText": "A national SAIDI, SAIFI or equivalent reliability series with method, period and coverage disclosed. Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method. COMPARABILITY_BLOCKER", "countryCodes": [ "eg" ], "countryNames": [ "Egypt" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "currentObservation": "obs-grid-eg-unavailable", "blocker": "Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "ELECTRICITY_ACCESS_NOT_GRID_RELIABILITY", "label": "Electricity access is not grid reliability", "message": "Electricity-access evidence must not be used as a substitute for national grid-reliability evidence." }, { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:eg:power:grid-eg-unavailable", "citationType": "OBSERVATION", "observationId": "obs-grid-eg-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "EG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-grid-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:eg:national-grid-reliability:grid-eg-unavailable", "citationType": "EVIDENCE", "observationId": "obs-grid-eg-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "EG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#obs-grid-eg-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:worldbank-electricity-access", "citationType": "SOURCE", "sourceId": "src-worldbank-electricity-access", "sourceOrganisation": "World Bank", "canonicalUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-eg-payments-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/eg.json#research-eg-payments-v1", "title": "Egypt · Comparable national payments", "summary": "OPEN · Evidence required: Common-period national payment activity under one regulator-sourced definition.", "aliases": [ "research-eg-payments-v1", "Comparable national payments", "payments" ], "searchText": "A regulator or central-bank national series using a common activity definition and period that can be applied across all eight markets. Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. 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COMPARABILITY_BLOCKER", "countryCodes": [ "et" ], "countryNames": [ "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Operational national data-centre capacity under one consistent methodology.", "currentObservation": "obs-dc-et-unavailable", "blocker": "Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:et:data-centre:dc-et-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-dc-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:et:national-operational-data-centre-capacity-mw:dc-et-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-dc-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-et-grid-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#research-et-grid-v1", "title": "Ethiopia · National grid reliability", "summary": "OPEN · Evidence required: National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "aliases": [ "research-et-grid-v1", "National grid reliability", "grid" ], "searchText": "A national SAIDI, SAIFI or equivalent reliability series with method, period and coverage disclosed. Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method. 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Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. COMPARABILITY_BLOCKER", "countryCodes": [ "et" ], "countryNames": [ "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Common-period national payment activity under one regulator-sourced definition.", "currentObservation": "obs-payments-et-unavailable", "blocker": "Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:et:payments:payments-et-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-payments-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:et:national-digital-payment-activity:payments-et-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-et-unavailable", "sourceIds": [], "countryCode": "ET", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/et.json#obs-payments-et-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-gh-dc-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#research-gh-dc-v1", "title": "Ghana · National data-centre capacity", "summary": "OPEN · Evidence required: Operational national data-centre capacity under one consistent methodology.", "aliases": [ "research-gh-dc-v1", "National data-centre capacity", "dc" ], "searchText": "A national operational-capacity figure under one disclosed, repeatable methodology with operational and planned capacity separated. 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COMPARABILITY_BLOCKER", "countryCodes": [ "gh" ], "countryNames": [ "Ghana" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Operational national data-centre capacity under one consistent methodology.", "currentObservation": "obs-dc-gh-unavailable", "blocker": "Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:gh:data-centre:dc-gh-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-gh-unavailable", "sourceIds": [], "countryCode": "GH", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-dc-gh-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:gh:national-operational-data-centre-capacity-mw:dc-gh-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-gh-unavailable", "sourceIds": [], "countryCode": "GH", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#obs-dc-gh-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-gh-grid-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/gh.json#research-gh-grid-v1", "title": "Ghana · National grid reliability", "summary": "OPEN · Evidence required: National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "aliases": [ "research-gh-grid-v1", "National grid reliability", "grid" ], "searchText": "A national SAIDI, SAIFI or equivalent reliability series with method, period and coverage disclosed. Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method. 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Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. 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Electricity access is not a substitute.", "aliases": [ "research-ke-grid-v1", "National grid reliability", "grid" ], "searchText": "A national SAIDI, SAIFI or equivalent reliability series with method, period and coverage disclosed. Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method. 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Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. COMPARABILITY_BLOCKER", "countryCodes": [ "ke" ], "countryNames": [ "Kenya" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Common-period national payment activity under one regulator-sourced definition.", "currentObservation": "obs-payments-ke-unavailable", "blocker": "Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ke:payments:payments-ke-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ke-unavailable", "sourceIds": [ "src-ca-kenya-q3-2026", "src-cbk-mobile-payments-2026" ], "countryCode": "KE", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-payments-ke-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ke:national-digital-payment-activity:payments-ke-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ke-unavailable", "sourceIds": [ "src-ca-kenya-q3-2026", "src-cbk-mobile-payments-2026" ], "countryCode": "KE", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ke.json#obs-payments-ke-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:ca-kenya-q3-2026", "citationType": "SOURCE", "sourceId": "src-ca-kenya-q3-2026", "sourceOrganisation": "Communications Authority of Kenya", "canonicalUrl": "https://www.ca.go.ke/sites/default/files/2026-06/Sector%20Statistics%20Report%20Quarter%203%20%20FY%202025-2026.pdf", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:cbk-mobile-payments-2026", "citationType": "SOURCE", "sourceId": "src-cbk-mobile-payments-2026", "sourceOrganisation": "Central Bank of Kenya", "canonicalUrl": "https://www.centralbank.go.ke/national-payments-system/mobile-payments/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ma-dc-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#research-ma-dc-v1", "title": "Morocco · National data-centre capacity", "summary": "OPEN · Evidence required: Operational national data-centre capacity under one consistent methodology.", "aliases": [ "research-ma-dc-v1", "National data-centre capacity", "dc" ], "searchText": "A national operational-capacity figure under one disclosed, repeatable methodology with operational and planned capacity separated. 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COMPARABILITY_BLOCKER", "countryCodes": [ "ma" ], "countryNames": [ "Morocco" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Operational national data-centre capacity under one consistent methodology.", "currentObservation": "obs-dc-ma-unavailable", "blocker": "Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ma:data-centre:dc-ma-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-dc-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ma:national-operational-data-centre-capacity-mw:dc-ma-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-dc-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ma-grid-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#research-ma-grid-v1", "title": "Morocco · National grid reliability", "summary": "OPEN · Evidence required: National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. 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Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. COMPARABILITY_BLOCKER", "countryCodes": [ "ma" ], "countryNames": [ "Morocco" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Common-period national payment activity under one regulator-sourced definition.", "currentObservation": "obs-payments-ma-unavailable", "blocker": "Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ma:payments:payments-ma-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-payments-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ma:national-digital-payment-activity:payments-ma-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ma-unavailable", "sourceIds": [], "countryCode": "MA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ma.json#obs-payments-ma-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ng-dc-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#research-ng-dc-v1", "title": "Nigeria · National data-centre capacity", "summary": "OPEN · Evidence required: Operational national data-centre capacity under one consistent methodology.", "aliases": [ "research-ng-dc-v1", "National data-centre capacity", "dc" ], "searchText": "A national operational-capacity figure under one disclosed, repeatable methodology with operational and planned capacity separated. 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COMPARABILITY_BLOCKER", "countryCodes": [ "ng" ], "countryNames": [ "Nigeria" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Operational national data-centre capacity under one consistent methodology.", "currentObservation": "obs-dc-ng-unavailable", "blocker": "Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ng:data-centre:dc-ng-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-dc-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ng:national-operational-data-centre-capacity-mw:dc-ng-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-dc-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ng-grid-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#research-ng-grid-v1", "title": "Nigeria · National grid reliability", "summary": "OPEN · Evidence required: National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "aliases": [ "research-ng-grid-v1", "National grid reliability", "grid" ], "searchText": "A national SAIDI, SAIFI or equivalent reliability series with method, period and coverage disclosed. Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method. COMPARABILITY_BLOCKER", "countryCodes": [ "ng" ], "countryNames": [ "Nigeria" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "currentObservation": "obs-grid-ng-unavailable", "blocker": "Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "ELECTRICITY_ACCESS_NOT_GRID_RELIABILITY", "label": "Electricity access is not grid reliability", "message": "Electricity-access evidence must not be used as a substitute for national grid-reliability evidence." }, { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ng:power:grid-ng-unavailable", "citationType": "OBSERVATION", "observationId": "obs-grid-ng-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "NG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-grid-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ng:national-grid-reliability:grid-ng-unavailable", "citationType": "EVIDENCE", "observationId": "obs-grid-ng-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "NG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-grid-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:worldbank-electricity-access", "citationType": "SOURCE", "sourceId": "src-worldbank-electricity-access", "sourceOrganisation": "World Bank", "canonicalUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ng-payments-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#research-ng-payments-v1", "title": "Nigeria · Comparable national payments", "summary": "OPEN · Evidence required: Common-period national payment activity under one regulator-sourced definition.", "aliases": [ "research-ng-payments-v1", "Comparable national payments", "payments" ], "searchText": "A regulator or central-bank national series using a common activity definition and period that can be applied across all eight markets. Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. COMPARABILITY_BLOCKER", "countryCodes": [ "ng" ], "countryNames": [ "Nigeria" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Common-period national payment activity under one regulator-sourced definition.", "currentObservation": "obs-payments-ng-unavailable", "blocker": "Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ng:payments:payments-ng-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-payments-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ng:national-digital-payment-activity:payments-ng-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ng-unavailable", "sourceIds": [], "countryCode": "NG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ng.json#obs-payments-ng-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ug-dc-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#research-ug-dc-v1", "title": "Uganda · National data-centre capacity", "summary": "OPEN · Evidence required: Operational national data-centre capacity under one consistent methodology.", "aliases": [ "research-ug-dc-v1", "National data-centre capacity", "dc" ], "searchText": "A national operational-capacity figure under one disclosed, repeatable methodology with operational and planned capacity separated. Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence. COMPARABILITY_BLOCKER", "countryCodes": [ "ug" ], "countryNames": [ "Uganda" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Operational national data-centre capacity under one consistent methodology.", "currentObservation": "obs-dc-ug-unavailable", "blocker": "Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ug:data-centre:dc-ug-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-dc-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ug:national-operational-data-centre-capacity-mw:dc-ug-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-dc-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ug-grid-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#research-ug-grid-v1", "title": "Uganda · National grid reliability", "summary": "OPEN · Evidence required: National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "aliases": [ "research-ug-grid-v1", "National grid reliability", "grid" ], "searchText": "A national SAIDI, SAIFI or equivalent reliability series with method, period and coverage disclosed. Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method. COMPARABILITY_BLOCKER", "countryCodes": [ "ug" ], "countryNames": [ "Uganda" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "currentObservation": "obs-grid-ug-unavailable", "blocker": "Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "ELECTRICITY_ACCESS_NOT_GRID_RELIABILITY", "label": "Electricity access is not grid reliability", "message": "Electricity-access evidence must not be used as a substitute for national grid-reliability evidence." }, { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ug:power:grid-ug-unavailable", "citationType": "OBSERVATION", "observationId": "obs-grid-ug-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "UG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-grid-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ug:national-grid-reliability:grid-ug-unavailable", "citationType": "EVIDENCE", "observationId": "obs-grid-ug-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "UG", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-grid-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:worldbank-electricity-access", "citationType": "SOURCE", "sourceId": "src-worldbank-electricity-access", "sourceOrganisation": "World Bank", "canonicalUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-ug-payments-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#research-ug-payments-v1", "title": "Uganda · Comparable national payments", "summary": "OPEN · Evidence required: Common-period national payment activity under one regulator-sourced definition.", "aliases": [ "research-ug-payments-v1", "Comparable national payments", "payments" ], "searchText": "A regulator or central-bank national series using a common activity definition and period that can be applied across all eight markets. Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. COMPARABILITY_BLOCKER", "countryCodes": [ "ug" ], "countryNames": [ "Uganda" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Common-period national payment activity under one regulator-sourced definition.", "currentObservation": "obs-payments-ug-unavailable", "blocker": "Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:ug:payments:payments-ug-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-payments-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:ug:national-digital-payment-activity:payments-ug-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-ug-unavailable", "sourceIds": [], "countryCode": "UG", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/ug.json#obs-payments-ug-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-za-dc-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#research-za-dc-v1", "title": "South Africa · National data-centre capacity", "summary": "OPEN · Evidence required: Operational national data-centre capacity under one consistent methodology.", "aliases": [ "research-za-dc-v1", "National data-centre capacity", "dc" ], "searchText": "A national operational-capacity figure under one disclosed, repeatable methodology with operational and planned capacity separated. Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence. COMPARABILITY_BLOCKER", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-national-dc-operational-mw" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Operational national data-centre capacity under one consistent methodology.", "currentObservation": "obs-dc-za-unavailable", "blocker": "Reject facility-only totals, undisclosed commercial estimates, planned capacity presented as operational, and MVA-to-MW conversion without engineering evidence.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:za:data-centre:dc-za-unavailable", "citationType": "OBSERVATION", "observationId": "obs-dc-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-dc-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:za:national-operational-data-centre-capacity-mw:dc-za-unavailable", "citationType": "EVIDENCE", "observationId": "obs-dc-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-national-dc-operational-mw", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-dc-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-za-grid-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#research-za-grid-v1", "title": "South Africa · National grid reliability", "summary": "OPEN · Evidence required: National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "aliases": [ "research-za-grid-v1", "National grid reliability", "grid" ], "searchText": "A national SAIDI, SAIFI or equivalent reliability series with method, period and coverage disclosed. Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method. COMPARABILITY_BLOCKER", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "power" ], "indicatorIds": [ "ind-grid-reliability-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "National electricity reliability under a common SAIDI/SAIFI or equivalent methodology. Electricity access is not a substitute.", "currentObservation": "obs-grid-za-unavailable", "blocker": "Reject electricity-access percentages as reliability, isolated outage anecdotes, and non-national series without a defensible national method.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "ELECTRICITY_ACCESS_NOT_GRID_RELIABILITY", "label": "Electricity access is not grid reliability", "message": "Electricity-access evidence must not be used as a substitute for national grid-reliability evidence." }, { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:za:power:grid-za-unavailable", "citationType": "OBSERVATION", "observationId": "obs-grid-za-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "ZA", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-grid-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:za:national-grid-reliability:grid-za-unavailable", "citationType": "EVIDENCE", "observationId": "obs-grid-za-unavailable", "sourceIds": [ "src-worldbank-electricity-access" ], "countryCode": "ZA", "indicatorId": "ind-grid-reliability-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-grid-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:source:worldbank-electricity-access", "citationType": "SOURCE", "sourceId": "src-worldbank-electricity-access", "sourceOrganisation": "World Bank", "canonicalUrl": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:research-gap:research-za-payments-v1", "resultType": "RESEARCH_GAP", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#research-za-payments-v1", "title": "South Africa · Comparable national payments", "summary": "OPEN · Evidence required: Common-period national payment activity under one regulator-sourced definition.", "aliases": [ "research-za-payments-v1", "Comparable national payments", "payments" ], "searchText": "A regulator or central-bank national series using a common activity definition and period that can be applied across all eight markets. Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions. COMPARABILITY_BLOCKER", "countryCodes": [ "za" ], "countryNames": [ "South Africa" ], "regions": [ "africa" ], "dimensions": [ "payments" ], "indicatorIds": [ "ind-digital-payments-comparable" ], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [ "UNAVAILABLE" ], "confidence": [ "INSUFFICIENT" ], "sourceClasses": [], "comparability": [ "NOT_COMPARABLE" ], "publicationDate": null, "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "negativeKnowledgeState": "EVIDENCE_REQUIRED", "researchPriority": "COMPARABILITY_BLOCKER", "requiredEvidence": "Common-period national payment activity under one regulator-sourced definition.", "currentObservation": "obs-payments-za-unavailable", "blocker": "Reject account or subscription counts as unique citizens, regional figures assigned to a country, and metrics with incompatible periods or definitions.", "humanApprovalRequired": true, "automaticPromotionAllowed": false, "limitations": [ "The gap cannot be closed automatically; source review, schema validation, checksum, and human approval are required." ], "prohibitedInferences": [ { "code": "MISSING_NOT_ZERO", "label": "Missing is not zero", "message": "Missing or unavailable evidence must not be encoded, displayed, or inferred as zero." }, { "code": "NON_COMPARABLE_NOT_RANKABLE", "label": "Non-comparable evidence cannot rank markets", "message": "Context-only or non-comparable evidence must not be used in a country league table or investment ranking." } ], "citations": [ { "citationId": "henok:obs:za:payments:payments-za-unavailable", "citationType": "OBSERVATION", "observationId": "obs-payments-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-payments-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" }, { "citationId": "henok:evidence:za:national-digital-payment-activity:payments-za-unavailable", "citationType": "EVIDENCE", "observationId": "obs-payments-za-unavailable", "sourceIds": [], "countryCode": "ZA", "indicatorId": "ind-digital-payments-comparable", "canonicalUrl": "/data/africa-intelligence/v1/query/countries/za.json#obs-payments-za-unavailable", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:snapshot:africa-infra-v1.0.0", "resultType": "SNAPSHOT", "canonicalUrl": "/data/africa-intelligence/v1/snapshots/africa-infra-v1.0.0.json", "title": "Validated baseline · africa-infra-v1.0.0", "summary": "VALIDATED snapshot with evidence cutoff 2026-08-10.", "aliases": [ "africa-infra-v1.0.0", "Validated baseline" ], "searchText": "snapshot history VALIDATED", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [], "indicatorIds": [], "entityIds": [], "entityNames": [], "providerNames": [], "evidenceStatuses": [], "confidence": [], "sourceClasses": [], "comparability": [ "INSUFFICIENT_EVIDENCE" ], "publicationDate": "2026-08-10", "observationDate": "2026-08-10", "effectiveDate": "2026-08-10", "retrievalStates": [], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [], "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "limitations": [ "No earlier comparable snapshot exists; trend claims remain disabled." ], "prohibitedInferences": [], "citations": [] }, { "resultId": "result:source:src-adca-2026", "resultType": "SOURCE", "canonicalUrl": "https://africadca.org/en/data-centres-in-africa-2026-the-economic-report", "title": "Data Centres in Africa 2026: The Economic Report", "summary": "Africa Data Centres Association · INDUSTRY_AGGREGATION · REACHABLE.", "aliases": [ "src-adca-2026", "Africa Data Centres Association" ], "searchText": "Page updated 28 March 2026. Report produced with Rising Advisory. Definitions differ from other commercial capacity estimates. INDUSTRY_AGGREGATION REACHABLE", "countryCodes": [], "countryNames": [], "regions": [ "africa" ], "dimensions": [ "data-centre" ], "indicatorIds": [ "ind-dc-capacity-active", "ind-dc-capacity-construction", "ind-dc-capacity-planned", "ind-dc-global-share" ], "entityIds": [ "ent-adca" ], "entityNames": [ "Africa Data Centres Association" ], "providerNames": [], "evidenceStatuses": [ "OPERATIONAL", "VERIFIED", "PLANNED", "ESTIMATED" ], "confidence": [ "MEDIUM", "LOW" ], "sourceClasses": [ "INDUSTRY_AGGREGATION" ], "comparability": [ "CONTEXT_ONLY", "NOT_COMPARABLE" ], "publicationDate": "2026-02-16", "observationDate": null, "effectiveDate": "2026-02-16", "retrievalStates": [ "REACHABLE" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "sourceOrganisation": "Africa Data Centres Association", "sourceTitle": "Data Centres in Africa 2026: The Economic Report", "sourceUrl": "https://africadca.org/en/data-centres-in-africa-2026-the-economic-report", "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "latestValidation": "2026-08-10", "limitations": [], "prohibitedInferences": [], "citations": [ { "citationId": "henok:source:adca-2026", "citationType": "SOURCE", "sourceId": "src-adca-2026", "sourceOrganisation": "Africa Data Centres Association", "canonicalUrl": "https://africadca.org/en/data-centres-in-africa-2026-the-economic-report", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:source:src-aws-africa-current", "resultType": "SOURCE", "canonicalUrl": "https://aws.amazon.com/local/africa/", "title": "AWS in Africa — Africa (Cape Town) Region", "summary": "Amazon Web Services · OFFICIAL_INVENTORY · REACHABLE.", "aliases": [ "src-aws-africa-current", "Amazon Web Services", "AWS", "Amazon", "Amazon Web Services" ], "searchText": "Provider inventory confirms the AWS Africa (Cape Town) Region is open. OFFICIAL_INVENTORY REACHABLE", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "cloud" ], "indicatorIds": [ "ind-cloud-big3-regions" ], "entityIds": [ "ent-aws" ], "entityNames": [ "Amazon Web Services" ], "providerNames": [ "AWS", "Amazon", "Amazon Web Services" ], "evidenceStatuses": [ "OPERATIONAL", "VERIFIED" ], "confidence": [ "HIGH" ], "sourceClasses": [ "OFFICIAL_INVENTORY" ], "comparability": [ "COMPARABLE" ], "publicationDate": null, "observationDate": null, "effectiveDate": "2026-08-10", "retrievalStates": [ "REACHABLE" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "sourceOrganisation": "Amazon Web Services", "sourceTitle": "AWS in Africa — Africa (Cape Town) Region", "sourceUrl": "https://aws.amazon.com/local/africa/", "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "latestValidation": "2026-08-10", "limitations": [], "prohibitedInferences": [], "citations": [ { "citationId": "henok:source:aws-africa-current", "citationType": "SOURCE", "sourceId": "src-aws-africa-current", "sourceOrganisation": "Amazon Web Services", "canonicalUrl": "https://aws.amazon.com/local/africa/", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:source:src-azure-regions-current", "resultType": "SOURCE", "canonicalUrl": "https://learn.microsoft.com/en-us/azure/reliability/regions-list", "title": "Azure regions list", "summary": "Microsoft · OFFICIAL_INVENTORY · REACHABLE.", "aliases": [ "src-azure-regions-current", "Microsoft", "Microsoft", "Azure", "Microsoft Azure" ], "searchText": "Lists South Africa North and restricted-access South Africa West. OFFICIAL_INVENTORY REACHABLE", "countryCodes": [ "za", "ng", "ke", "eg", "ma", "gh", "ug", "et" ], "countryNames": [ "South Africa", "Nigeria", "Kenya", "Egypt", "Morocco", "Ghana", "Uganda", "Ethiopia" ], "regions": [ "africa" ], "dimensions": [ "cloud" ], "indicatorIds": [ "ind-cloud-big3-regions" ], "entityIds": [ "ent-microsoft" ], "entityNames": [ "Microsoft" ], "providerNames": [ "Microsoft", "Azure", "Microsoft Azure" ], "evidenceStatuses": [ "OPERATIONAL", "VERIFIED" ], "confidence": [ "HIGH" ], "sourceClasses": [ "OFFICIAL_INVENTORY" ], "comparability": [ "COMPARABLE" ], "publicationDate": null, "observationDate": null, "effectiveDate": "2026-08-10", "retrievalStates": [ "REACHABLE" ], "releaseIds": [ "africa-infra-v1.0.0" ], "freshness": [ "CURRENT_AT_EVIDENCE_CUTOFF" ], "sourceOrganisation": "Microsoft", "sourceTitle": "Azure regions list", "sourceUrl": "https://learn.microsoft.com/en-us/azure/reliability/regions-list", "evidenceCutoff": "2026-08-10", "releaseId": "africa-infra-v1.0.0", "latestValidation": "2026-08-10", "limitations": [], "prohibitedInferences": [], "citations": [ { "citationId": "henok:source:azure-regions-current", "citationType": "SOURCE", "sourceId": "src-azure-regions-current", "sourceOrganisation": "Microsoft", "canonicalUrl": "https://learn.microsoft.com/en-us/azure/reliability/regions-list", "retrievedFromRelease": "africa-infra-v1.0.0", "evidenceCutoff": "2026-08-10", "queryIndexVersion": "query-v1.0.0" } ] }, { "resultId": "result:source:src-businessday-ng-2026-08", "resultType": "SOURCE", "canonicalUrl": "https://businessday.ng/technology/article/investors-pour-into-africas-digital-backbone-as-data-centre-projects-near-900-mw/", "title": "Investors pour into Africa's digital backbone as data-centre projects near 900 MW", "summary": "BusinessDay Nigeria · SECONDARY_REPORT · CARRIED_FORWARD.", "aliases": [ "src-businessday-ng-2026-08", "BusinessDay Nigeria" ], "searchText": "Facility-level values are not summed into national totals. 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Exact table values retained; account/subscription counts are not unique persons. 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