{
  "schemaVersion": 1,
  "namespace": "appstore2031/storefront/v2",
  "editionId": "2031-2026-08-02",
  "candidateId": "category-005-candidate-10",
  "canonicalCandidateSha256": "daa8a3301867e625853734d7367664867aa83656afb1d22cb9e9ac167682b871",
  "fictionalDisclosure": true,
  "fiction": {
    "name": "SecondSpan",
    "developerName": "Recommission Works",
    "iconAsset": "/storefront/v2/icons/category-005-candidate-10.svg",
    "iconTheme": {
      "motif": "A distinct geometric mark derived from the fictional name.",
      "palette": "High-contrast spectral gradient.",
      "shapeLanguage": "Rounded app-store tile with a clear lettermark.",
      "accessibilityNote": "The name remains visible beside the icon; colour is not the only identifier."
    },
    "storeDescription": "SecondSpan turns selected used batteries, pumps, motors, cooling and control equipment into affordable capacity for a narrower second job. Regional depots combine operating history with physical tests, issue a duty-specific certificate and stay responsible through installation and field checks. Buyers see what the asset can safely do, not a vague 'refurbished' label. If it fails or reaches end of life, a protected take-back fund pays for return and treatment.",
    "rating": 4.3,
    "ratingLabel": "imagined 2031 rating",
    "reviews": [
      {
        "reviewerAlias": "MicrogridDara",
        "title": "Clear limits made reuse possible",
        "body": "We knew the battery was approved for backup duty, not daily cycling. The depot commissioned it and the take-back cost was already funded.",
        "stars": 5,
        "stance": "benefit",
        "fictionalDisclosure": true
      },
      {
        "reviewerAlias": "DepotEngineerLee",
        "title": "History gaps still stop deals",
        "body": "Two motors passed physical checks but lacked enough operating history for certification. The safety rule was right, though the buyer left disappointed.",
        "stars": 3,
        "stance": "critical",
        "fictionalDisclosure": true
      }
    ]
  },
  "category": {
    "id": "category-005",
    "name": "Physical Systems That Stay Working",
    "plainLanguageDefinition": "Turns scarce power, water, land, equipment, money, repair access and local permission into physical systems that work safely and stay working. It links adoption, maintenance, parts, worker stop power, host terms and measured local results across the whole life of the system.",
    "recurringBrowsePurpose": "A utility, public buyer, host community, maintainer or funder responsible for a site, connection, retrofit, repair or shared-resource conflict.",
    "completion": {
      "trigger": "A proposed load, physical project, failing asset or renewal decision competes for scarce resources, delays other work or lacks a lawful and credible lifecycle route.",
      "boundedWork": "Compare local uses, queues, costs and burdens; record external permission and challenge routes; stage funding against energisation, staffing and safe service; maintain manuals, parts, training and repair access; support affordable conformance and retest; and report service, worker, payment, displacement, price and environmental results.",
      "observableDone": "Capacity is energised, staffed and safely maintained; queues and equipment delays fall or are explained; and the promised local service works. Host terms, cost allocation and external review are complete. Lifecycle budgets, debt, burden, intervention, downtime, repair and affected-group outcomes are public. Local operators can afford conformance, receive due payment and use accepted parts; workers can stop danger; correction, retirement and contingencies are funded."
    }
  },
  "rank": {
    "mainChartPosition": 9,
    "rangeAcrossWeights": [
      5,
      10
    ],
    "dominantWorldIds": [
      "W04"
    ],
    "whyAboveNext": "SecondSpan ranks above LoadCovenant because its product can launch through regional depots and selected equipment families, while a multi-utility covenant needs public authorities, funders and hosts to accept one continuing legal record.",
    "whyThisPosition": "It ranks ninth because it is distinctive, globally useful and has a clear transaction. It sits lower on trust and readiness: histories can be incomplete, sudden failure is possible, and reverse logistics may be hardest in the places where affordable reused capacity is most valuable.",
    "couldMoveUpIf": "It could rise if portable equipment histories and recognised residual-duty tests become reliable across high-volume asset classes.",
    "couldMoveDownIf": "It would fall if histories are easily falsified, take-back is unenforceable or manufacturer refurbishment dominates safe supply.",
    "strongestCounterCase": "Manufacturer-certified refurbishment may be safer and simpler for important equipment, leaving independent depots too little trusted volume to sustain their guarantees.",
    "publishedChartAppearances": [
      {
        "chart": "main",
        "rank": 9,
        "worldId": null,
        "geographicLensId": null,
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "united-states",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "united-states",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "united-states",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 5,
        "worldId": "W04",
        "geographicLensId": "united-states",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "united-states",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "mainland-china",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "mainland-china",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "mainland-china",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 6,
        "worldId": "W04",
        "geographicLensId": "mainland-china",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "mainland-china",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "european-union",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "european-union",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "european-union",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 6,
        "worldId": "W04",
        "geographicLensId": "european-union",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "european-union",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "india",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "india",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "india",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 5,
        "worldId": "W04",
        "geographicLensId": "india",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "india",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "japan-and-republic-of-korea",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "japan-and-republic-of-korea",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "japan-and-republic-of-korea",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 6,
        "worldId": "W04",
        "geographicLensId": "japan-and-republic-of-korea",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "japan-and-republic-of-korea",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "gulf-technology-economies",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "gulf-technology-economies",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "gulf-technology-economies",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 7,
        "worldId": "W04",
        "geographicLensId": "gulf-technology-economies",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "gulf-technology-economies",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "latin-america",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "latin-america",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "latin-america",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 6,
        "worldId": "W04",
        "geographicLensId": "latin-america",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "latin-america",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "africa",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "africa",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "africa",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 6,
        "worldId": "W04",
        "geographicLensId": "africa",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "africa",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 10,
        "worldId": "W01",
        "geographicLensId": "other-material-paths",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W02",
        "geographicLensId": "other-material-paths",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W03",
        "geographicLensId": "other-material-paths",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 8,
        "worldId": "W04",
        "geographicLensId": "other-material-paths",
        "weightSetId": null
      },
      {
        "chart": "conditional",
        "rank": 9,
        "worldId": "W05",
        "geographicLensId": "other-material-paths",
        "weightSetId": null
      }
    ]
  },
  "salesPromise": "Give retired equipment a safe second job—with a funded return if it fails.",
  "whatItDoes": {
    "headline": "A second-life commissioning and take-back service",
    "summary": "It tests used industrial equipment for a clearly limited second role, commissions it locally and guarantees a funded take-back instead of exporting failure or waste.",
    "steps": [
      "Capture custody, operating history and condition without assuming the seller's rating remains valid.",
      "Define a narrower safe duty and run proportionate inspection and stress tests.",
      "Commission the asset at the new site with monitoring, local training, parts and a funded take-back bond.",
      "Adjust the duty from field evidence, repair early faults and recover the asset when continued use is unsafe or uneconomic."
    ],
    "outcome": "The buyer gains useful affordable capacity without inheriting an untraceable safety or waste liability."
  },
  "whyOnTheList": {
    "headline": "2031 scarcity makes safe second life a mainstream service",
    "summary": "Material constraints and high capital costs may make equipment reuse essential by 2031, but untraceable second-hand assets can transfer danger and waste to poorer buyers. SecondSpan earns a place because it sells usable capacity with a bounded duty, local commissioning and end-of-life responsibility. The finish is not a sale; it is safe service in the field with a credible return route.",
    "why2031Not2026": "Used-equipment platforms and specialist refurbishers exist now, but portable histories, recognised residual-duty tests and protected cross-border take-back funds are uncommon. The 2031 concept relies on those pieces becoming accepted for selected asset families without pretending every used machine is safe to reuse.",
    "worldShifts": [
      {
        "shift": "Material and capital constraints increase reuse demand, while connected equipment produces condition history that can support narrower, evidence-based second-life duties.",
        "causalChain": [
          "Condition and custody evidence defines what the asset may still safely do.",
          "Narrow commissioning turns uncertain residual value into bounded service.",
          "A protected take-back bond prevents failed reuse from becoming abandoned waste."
        ],
        "basis": "design-inference",
        "evidenceIds": [],
        "worldIds": [
          "W04"
        ],
        "evidenceLimit": "The sources support present conditions and directional pressures. This 2031 world, product, name and rank are reasoned forecast artefacts."
      }
    ],
    "whyRepeatedUse": "Condition changes with every cycle, move, repair, duty change and software update."
  },
  "futureDistance": {
    "cutoffBaseline": "In 2026, used-equipment platforms and specialist refurbishers rarely share portable operating histories, duty certificates and funded global take-back.",
    "structuralDifference2031": "Regional depots remain responsible through commissioning, field adjustment and return, with accepted duty-specific evidence.",
    "essential2031Conditions": [
      "Portable tamper-resistant operating histories",
      "Recognised residual-duty test families",
      "Protected cross-border take-back reserves"
    ],
    "notJustBetterAI": "Condition prediction helps, but physical tests, liability, reverse logistics and funded retirement make the offer possible.",
    "failureCondition": "If histories remain untrusted or take-back cannot be enforced, this is a risky resale marketplace."
  },
  "howItCouldBeBuilt": {
    "overview": "Combine custody records, condition sensing, duty-specific tests, commissioning, maintenance packs and a protected reverse-logistics reserve.",
    "components": [
      {
        "name": "Residual-duty certificate",
        "plainLanguageRole": "States the narrower work, environment and inspection interval an asset has actually passed."
      },
      {
        "name": "Take-back reserve",
        "plainLanguageRole": "Pays for safe collection, repair, recycling or disposal when the second life ends."
      }
    ],
    "dependencies": [
      {
        "kind": "engineering-and-regulation",
        "name": "Duty-specific second-life acceptance",
        "plainLanguageRole": "Allows a used asset to serve a narrower role after evidence-based testing.",
        "causalRequirement": "Selected asset classes have portable histories and recognised residual-duty tests.",
        "necessity": "essential",
        "basis": "design-inference",
        "evidenceIds": [],
        "worldIds": [
          "W04"
        ],
        "ifMissing": "The platform can trade used goods but cannot promise safe capacity."
      }
    ],
    "hardestPart": "Avoiding false assurance when an asset's history is incomplete and failure can be sudden.",
    "whatCouldBeSimpler": "Independent engineering inspection for each asset."
  },
  "harmsAndFailure": {
    "whoBenefits": [
      "Affordable capacity, reduced material demand and a funded end-of-life route."
    ],
    "warnings": [
      "Operators, technicians, nearby communities, downstream waste workers and original manufacturers"
    ],
    "waysItCouldFail": [
      "A hidden defect can cause fire, pollution or sudden service loss.",
      "Second-life trade can export dangerous waste to weakly protected communities."
    ],
    "abuseRisks": [
      "Sellers can erase histories, relabel waste, split shipments or move assets outside the monitoring envelope."
    ],
    "safeguards": [
      "Conservative duty limits, physical sampling, custody audits, cross-border consent, local worker protection and prepaid take-back."
    ],
    "whenItMustStop": "Isolate suspect equipment, preserve safe fallback and block resale or transfer."
  },
  "rankExplanation": {
    "whyThisRank": "It ranks ninth because it is distinctive, globally useful and has a clear transaction. It sits lower on trust and readiness: histories can be incomplete, sudden failure is possible, and reverse logistics may be hardest in the places where affordable reused capacity is most valuable.",
    "sourceWhyAboveNext": "SecondSpan ranks above LoadCovenant because its product can launch through regional depots and selected equipment families, while a multi-utility covenant needs public authorities, funders and hosts to accept one continuing legal record.",
    "plainEnglishWhyAboveNext": "SecondSpan ranks above LoadCovenant because its product can launch through regional depots and selected equipment families, while a multi-utility covenant needs public authorities, funders and hosts to accept one continuing legal record.",
    "couldMoveUpIf": "It could rise if portable equipment histories and recognised residual-duty tests become reliable across high-volume asset classes.",
    "couldMoveDownIf": "It would fall if histories are easily falsified, take-back is unenforceable or manufacturer refurbishment dominates safe supply.",
    "basis": "design-inference",
    "evidenceIds": [
      "AC-25",
      "AC-27",
      "AC-30",
      "AC-33",
      "RSM-02",
      "AC-39",
      "AC-38",
      "AC-36",
      "E18"
    ],
    "worldIds": [
      "W04"
    ],
    "evidenceLimit": "The score and rank are authored judgements over sealed concepts, not measurements of future adoption."
  },
  "grounding": {
    "scores": {
      "futureDistance": 4,
      "needScale": 4,
      "globalBreadth": 5,
      "marketplaceClarity": 5,
      "deliveryReadiness2031": 4,
      "trustAndSafety": 3,
      "total": 84
    },
    "evidenceAnchors": [
      {
        "statement": "The candidate treats second life as a continuing commissioned duty with return liability, not a resale label.",
        "basis": "design-inference",
        "evidenceIds": [],
        "worldIds": [
          "W04"
        ]
      }
    ],
    "regionalVariation": [
      {
        "geographyId": "united-states",
        "fit": "present",
        "explanation": "Large asset turnover and technical markets support depots, though state waste rules differ.",
        "evidenceIds": [
          "AC-25"
        ]
      },
      {
        "geographyId": "mainland-china",
        "fit": "present",
        "explanation": "Manufacturing and administrative scale support reuse systems if outcomes remain transparent.",
        "evidenceIds": [
          "AC-27"
        ]
      },
      {
        "geographyId": "european-union",
        "fit": "present",
        "explanation": "Circularity and assurance rules create a strong path with cross-border safeguards.",
        "evidenceIds": [
          "AC-30"
        ]
      },
      {
        "geographyId": "india",
        "fit": "present",
        "explanation": "High demand for affordable equipment and deep repair skills support deployment with state variation.",
        "evidenceIds": [
          "AC-33"
        ]
      },
      {
        "geographyId": "japan-and-republic-of-korea",
        "fit": "present",
        "explanation": "Strong manufacturing and quality systems favour high-confidence second-life commissioning.",
        "evidenceIds": [
          "RSM-02"
        ]
      },
      {
        "geographyId": "gulf-technology-economies",
        "fit": "conditional",
        "explanation": "Capital and industrial turnover support it, but migrant and waste-worker protection must be explicit.",
        "evidenceIds": [
          "AC-39"
        ]
      },
      {
        "geographyId": "latin-america",
        "fit": "conditional",
        "explanation": "Reuse demand is strong while regulatory and reverse-logistics capacity varies.",
        "evidenceIds": [
          "AC-38"
        ]
      },
      {
        "geographyId": "africa",
        "fit": "conditional",
        "explanation": "Affordable capacity is valuable, but the model must prevent waste export and fund local testing.",
        "evidenceIds": [
          "AC-36"
        ]
      },
      {
        "geographyId": "other-material-paths",
        "fit": "conditional",
        "explanation": "Remote systems benefit from reuse but face high take-back and hazardous-shipment costs.",
        "evidenceIds": [
          "E18"
        ]
      }
    ],
    "scenarioFit": [
      {
        "worldId": "W04",
        "fit": "strong",
        "reason": "Material scarcity and rapid equipment turnover make bounded second-life capacity an important physical service."
      }
    ],
    "resolutionCriteria": [
      "The asset passes its declared residual duty at the new site.",
      "Local operators have parts, training and safe fallback.",
      "The take-back reserve covers collection and lawful end-of-life."
    ]
  },
  "evidenceLimitations": "Observed and published evidence grounds the world pressures and present constraints. The category, product, developer, reviews, rating and exact rank are fictional forecasts and may be wrong.",
  "datedCollisionAudit": {
    "cutoff": "2026-08-02",
    "auditedAt": "2026-08-03T23:59:59.000Z",
    "verdict": "future-dependent-no-collision-found",
    "publicReason": "no-material-collision-found. This is a search-based editorial collision screen, not a trademark search, company-register survey, domain survey or legal clearance. Search indexes are incomplete, results change over time and absence from these results does not establish availability. A no-material-collision-found verdict means only that this bounded check found no material exact-name use under the stated test.",
    "closestMatches": [
      {
        "title": "2ndspan.com",
        "url": "https://2ndspan.com/",
        "reason": "The exact spoken name is used by an unrelated health-span and longevity content site, but the result did not show an app, technology company or closely related industrial digital service."
      },
      {
        "title": "System.DateUtils.SecondSpan - RAD Studio API Documentation",
        "url": "https://docwiki.embarcadero.com/Libraries/Athens/en/System.DateUtils.SecondSpan",
        "reason": "SecondSpan is also the name of a date-time utility function, not a standalone software product or company brand."
      }
    ]
  },
  "evidenceReferences": [
    {
      "kind": "source",
      "id": "AC-25",
      "title": "America's AI Action Plan",
      "publisher": "unknown",
      "url": "https://www.whitehouse.gov/releases/2025/07/white-house-unveils-americas-ai-action-plan/",
      "publishedAt": "2025-07-23",
      "accessedAt": "2026-08-01",
      "limitations": "Political plan, not evidence of implementation or outcomes",
      "evidenceClass": "policy-intent",
      "geographies": [
        "United States",
        "United States/North America"
      ]
    },
    {
      "kind": "source",
      "id": "AC-27",
      "title": "State Council “AI Plus” opinion",
      "publisher": "unknown",
      "url": "https://big5.www.gov.cn/gate/big5/www.gov.cn/zhengce/content/202508/content_7037861.htm",
      "publishedAt": "2025-08-26",
      "accessedAt": "2026-08-01",
      "limitations": "The percentage is a government target whose definition and measurement are not yet independently established",
      "evidenceClass": "policy-intent",
      "geographies": [
        "China"
      ]
    },
    {
      "kind": "source",
      "id": "AC-30",
      "title": "Navigating the AI Act",
      "publisher": "unknown",
      "url": "https://digital-strategy.ec.europa.eu/en/faqs/navigating-ai-act",
      "publishedAt": "2026-07-27",
      "accessedAt": "2026-08-01",
      "limitations": "Implementation and enforcement outcomes remain unobserved at cutoff",
      "evidenceClass": "policy-intent",
      "geographies": [
        "European Union",
        "Europe/EU"
      ]
    },
    {
      "kind": "source",
      "id": "AC-33",
      "title": "Digital India and IndiaAI shared compute",
      "publisher": "unknown",
      "url": "https://www.pib.gov.in/PressReleasePage.aspx?PRID=2278453&lang=1&reg=48",
      "publishedAt": "2026-06-27",
      "accessedAt": "2026-08-01",
      "limitations": "Government-reported counts do not equal frontier-equivalent or fully utilised compute",
      "evidenceClass": "measured-trend",
      "geographies": [
        "India"
      ]
    },
    {
      "kind": "source",
      "id": "RSM-02",
      "title": "Global Robot Density in Factories Doubled in Seven Years",
      "publisher": "IFR",
      "url": "https://ifr.org/ifr-press-releases/news/robot-density-surges-in-europe-asia-and-americas",
      "publishedAt": "undated-at-access",
      "accessedAt": "2026-08-01",
      "limitations": "Density is a stock-to-employment ratio, not a measure of autonomous task coverage or productivity",
      "evidenceClass": "measured-trend",
      "geographies": [
        "Global",
        "Global/international"
      ]
    },
    {
      "kind": "source",
      "id": "AC-39",
      "title": "Stargate UAE in planned 5 GW campus",
      "publisher": "unknown",
      "url": "https://www.mediaoffice.abudhabi/en/technology/global-tech-alliance-launches-stargate-uae/",
      "publishedAt": "2026-04-27",
      "accessedAt": "2026-08-01",
      "limitations": "Promotional sources; announced partners and capacity are not assured delivery",
      "evidenceClass": "measured-trend",
      "geographies": [
        "United Arab Emirates",
        "Saudi Arabia",
        "Middle East/Gulf",
        "United Arab Emirates / Saudi Arabia"
      ]
    },
    {
      "kind": "source",
      "id": "AC-38",
      "title": "ECLAC Latin American Artificial Intelligence Index 2025",
      "publisher": "unknown",
      "url": "https://www.cepal.org/en/publications/84471-latin-american-artificial-intelligence-index-ilia-2025-executive-summary",
      "publishedAt": "undated-at-access",
      "accessedAt": "2026-08-01",
      "limitations": "Composite indicators and country reporting have limitations",
      "evidenceClass": "measured-trend",
      "geographies": [
        "Latin America and Caribbean",
        "Latin America/Caribbean"
      ]
    },
    {
      "kind": "source",
      "id": "AC-36",
      "title": "African Union Continental AI Strategy",
      "publisher": "unknown",
      "url": "https://au.int/en/documents/20240809/continental-artificial-intelligence-strategy",
      "publishedAt": "2024-08-09",
      "accessedAt": "2026-08-01",
      "limitations": "Delivery depends on diverse national capacities and finance",
      "evidenceClass": "policy-intent",
      "geographies": [
        "Africa"
      ]
    },
    {
      "kind": "source",
      "id": "E18",
      "title": "IEA, Southeast Asia Energy Outlook 2026",
      "publisher": "IEA",
      "url": "https://www.iea.org/reports/southeast-asia-energy-outlook-2026/executive-summary",
      "publishedAt": "undated-at-access",
      "accessedAt": "2026-08-01",
      "limitations": "Published during an acute Middle East fuel shock, which may not persist",
      "evidenceClass": "scenario-assumption",
      "geographies": [
        "Southeast Asia"
      ]
    }
  ],
  "rankingIndexPath": "rankings/category-005/index.json",
  "sourceReceipts": []
}
