{ "schemaVersion": 1, "namespace": "appstore2031/storefront/v2", "editionId": "2031-2026-08-02", "candidateId": "category-001-candidate-05", "canonicalCandidateSha256": "26b50a7f619e85c3e5e116640846ff862bead761ec04a807d581bab46b3321fc", "fictionalDisclosure": true, "fiction": { "name": "Doorway Rover", "developerName": "GroundRoute Services", "iconAsset": "/storefront/v2/icons/category-001-candidate-05.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": "Doorway Rover brings a real service desk to people who cannot safely use an automated front door. Book by phone, through a community worker or at a local stop. A mobile team verifies only what is necessary, connects to the right qualified professional and stays until the case is completed or formally handed over. Its portable receipt works during outages and across participating services, making offline access a recognised route rather than a second-class waiting list.", "rating": 4.7, "ratingLabel": "imagined 2031 rating", "reviews": [ { "reviewerAlias": "MakoVillage", "title": "The service came to us", "body": "The team arrived during a network outage, fixed my mother's care record and printed a receipt the city clinic accepted the next morning.", "stars": 5, "stance": "benefit", "fictionalDisclosure": true }, { "reviewerAlias": "RuralRoute8", "title": "Only visits twice a month", "body": "The staff were kind and qualified, but the schedule still feels like a substitute for the permanent office our district lost.", "stars": 3, "stance": "critical", "fictionalDisclosure": true } ] }, "category": { "id": "category-001", "name": "Qualified Human Help and Service Repair", "plainLanguageDefinition": "Gets a serious case to a qualified person who can act, then repairs staffing and caseloads so human help stays reachable over time. It records what the machine did, who can pause or correct it, and whether real service results improve.", "recurringBrowsePurpose": "An affected person or frontline worker needing a qualified human response, or a service leader, commissioner, worker body or public body responsible for restoring enough staff to finish cases safely.", "completion": { "trigger": "A consequential case lacks a qualified human owner, or evidence shows that an automated front door has reduced staffing, human contact, response, continuity or completed outcomes.", "boundedWork": "Package machine limits, evidence and overrides; transfer the case to a named qualified person and track the outcome; measure staffing, retention, caseloads, offline contact, complaints, failed handoffs, crises, subgroup results and exits; then restore funded trained staff or pause the automated route when human service falls.", "observableDone": "A record names the responsible person, machine limits, evidence and overrides. Callers reach a qualified person without proving harm or repeating their story; that person can pause, correct and finish the response within the local urgent time. Funded retained staff and workable caseloads sustain contact, groups, care, handoffs and appeal. Synthetic contact explains its limits, data use and alternatives. Results by group show response, cases, crises, exits and dependence improving over time; staff or supply limits are recorded." } }, "rank": { "mainChartPosition": 5, "rangeAcrossWeights": [ 1, 7 ], "dominantWorldIds": [ "W04" ], "whyAboveNext": "Doorway Rover directly completes urgent cases for people excluded now. CareDividend at number 6 repairs the funding system behind human service, but its trigger and benefit are less immediate to an individual user.", "whyThisPosition": "It ranks fifth because it has an obvious user, strong global need and a visible result, while most of its physical and technical parts already exist. The harder question is whether institutions will fund qualified teams and accept their records across services rather than treating mobile users as a lesser tier.", "couldMoveUpIf": "It could rise if permanent service desks close quickly, outages worsen, or automated identity and access rules exclude large groups from essential services.", "couldMoveDownIf": "It would fall if universal local offices remain open or if receiving bodies refuse to recognise mobile teams' records and delegated actions.", "strongestCounterCase": "Mobile provision could normalise an occasional second-class service for excluded communities; permanent universal local offices may offer better continuity, equality and democratic accountability.", "publishedChartAppearances": [ { "chart": "main", "rank": 5, "worldId": null, "geographicLensId": null, "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W03", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "united-states", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W03", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "mainland-china", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W03", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "european-union", "weightSetId": null }, { "chart": "conditional", "rank": 5, "worldId": "W01", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 5, "worldId": "W03", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "india", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W03", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 2, "worldId": "W04", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "japan-and-republic-of-korea", "weightSetId": null }, { "chart": "conditional", "rank": 7, "worldId": "W01", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W03", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "gulf-technology-economies", "weightSetId": null }, { "chart": "conditional", "rank": 5, "worldId": "W01", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 5, "worldId": "W03", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "latin-america", "weightSetId": null }, { "chart": "conditional", "rank": 5, "worldId": "W01", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 5, "worldId": "W03", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 6, "worldId": "W06", "geographicLensId": "africa", "weightSetId": null }, { "chart": "conditional", "rank": 4, "worldId": "W01", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 4, "worldId": "W03", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 1, "worldId": "W04", "geographicLensId": "other-material-paths", "weightSetId": null }, { "chart": "conditional", "rank": 4, "worldId": "W06", "geographicLensId": "other-material-paths", "weightSetId": null } ] }, "salesPromise": "When an automated service shuts you out, a mobile qualified team reaches you and finishes the case offline.", "whatItDoes": { "headline": "A mobile offline human-service room", "summary": "It sends an accessible mobile service room and qualified staff to people blocked by connectivity, identity, language, disability, trust or distance, then completes the case through a recognised offline record.", "steps": [ "Accept a request through local partners, phone, paper, radio, or a scheduled public stop.", "Bring a private accessible room with a qualified worker and only the records needed for the case.", "Connect external decision-makers when required, record consent and actions, and keep one worker responsible for follow-up.", "Return or maintain remote contact until the practical result, appeal, or safe transfer is confirmed." ], "outcome": "The person reaches a qualified human without first proving digital failure and receives a completed response plus a portable record." }, "whyOnTheList": { "headline": "Offline human access becomes scarce infrastructure", "summary": "If automated access becomes the default by 2031, exclusion will not only mean lacking a phone. A person may have the wrong identity record, no private connection, a language barrier or no safe reason to trust the system. Doorway Rover makes human offline completion a shared service across institutions.", "why2031Not2026": "Mobile clinics and outreach teams exist today, but they normally serve one department and often cannot complete actions across an automation-first service network. The forecast version requires cross-service authority, portable offline receipts and guaranteed recognition of assisted decisions.", "worldShifts": [ { "shift": "By 2031, automated front doors may be the default even where identity, connectivity, language, trust, or mobility makes them unusable.", "causalChain": [ "Services close local desks after digital automation appears to absorb routine demand.", "People outside the digital route disappear from queue measures until cases become crises.", "A mobile qualified team restores private contact and carries the case across digital and organisational boundaries.", "Place and subgroup outcomes trigger repeat visits and permanent service repair." ], "basis": "measured-trend", "evidenceIds": [ "EWF-05", "src-un-sids-digital-foundations" ], "worldIds": [ "W04" ], "evidenceLimit": "The sources support present conditions and directional pressures. This 2031 world, product, name and rank are reasoned forecast artefacts." } ], "whyRepeatedUse": "Routes revisit underserved places, follow cases over time, and respond when new exclusion patterns appear." }, "futureDistance": { "cutoffBaseline": "In 2026, mobile clinics and outreach teams exist, but they rarely serve as a recognised cross-service fallback for automation-first access.", "structuralDifference2031": "The route is the physical access and continuity layer for many machine-mediated institutions, not a mobile version of one department.", "essential2031Conditions": [ "Permanent human access points have materially contracted as automated front doors became normal.", "External bodies recognise assisted offline records and delegated actions across services." ], "notJustBetterAI": "The missing capabilities are presence, trust, accessibility, recognised authority, and physical continuity, none of which model quality alone supplies.", "failureCondition": "If permanent local human desks remain reachable or external bodies reject mobile records, the cross-service route is unnecessary or ineffective." }, "howItCouldBeBuilt": { "overview": "Combine accessible vehicles or host rooms, qualified rotating staff, offline-first case records, translation, safe communications, and contracts with external authorities.", "components": [ { "name": "Offline case kit", "plainLanguageRole": "Lets a qualified worker verify, record, explain, and follow a case safely without continuous connectivity." }, { "name": "Mobile qualified team", "plainLanguageRole": "Provides private local contact and stays responsible after the visit." } ], "dependencies": [ { "kind": "institutional", "name": "Recognition of assisted and offline cases", "plainLanguageRole": "Requires receiving bodies to accept a case and evidence gathered through the mobile route.", "causalRequirement": "Service rules can require equivalent acceptance, portable receipts, and a named receiver for authorised mobile teams.", "necessity": "essential", "basis": "design-inference", "evidenceIds": [], "worldIds": [ "W04" ], "ifMissing": "The team can advise but cannot promise case completion and must state that limit." } ], "hardestPart": "Maintaining qualified trusted people and recognised authority at the edge of the network, not merely carrying devices into underserved places.", "whatCouldBeSimpler": "Fund a permanent staffed local desk where demand supports it." }, "harmsAndFailure": { "whoBenefits": [ "People excluded from digital systems regain private qualified human contact.", "Geographic and subgroup failures become visible before they turn into crises." ], "warnings": [ "Remote, displaced, poor, disabled, minority-language, undocumented, and institutionally confined people.", "Mobile workers exposed to travel, violence, surveillance, or isolation." ], "waysItCouldFail": [ "A visible mobile service could expose who is seeking sensitive help.", "Occasional visits may become a cheaper substitute for permanent local services." ], "abuseRisks": [ "Authorities could use route data to locate or monitor exposed groups.", "Impostors could copy the route or pressure workers for records." ], "safeguards": [ "Use discreet scheduling, community-selected sites, minimum records, protected worker check-ins, and verified public identities.", "Separate service records from enforcement access unless law and immediate safety require disclosure.", "Publish when repeated demand requires a permanent staffed service rather than more visits." ], "whenItMustStop": "Cancel or relocate a stop when privacy, safety, identity, or qualified staffing falls below the published minimum, while preserving a phone and trusted-partner route." }, "rankExplanation": { "whyThisRank": "It ranks fifth because it has an obvious user, strong global need and a visible result, while most of its physical and technical parts already exist. The harder question is whether institutions will fund qualified teams and accept their records across services rather than treating mobile users as a lesser tier.", "sourceWhyAboveNext": "Doorway Rover directly completes urgent cases for people excluded now. CareDividend at number 6 repairs the funding system behind human service, but its trigger and benefit are less immediate to an individual user.", "plainEnglishWhyAboveNext": "Doorway Rover directly completes urgent cases for people excluded now. CareDividend at number 6 repairs the funding system behind human service, but its trigger and benefit are less immediate to an individual user.", "couldMoveUpIf": "It could rise if permanent service desks close quickly, outages worsen, or automated identity and access rules exclude large groups from essential services.", "couldMoveDownIf": "It would fall if universal local offices remain open or if receiving bodies refuse to recognise mobile teams' records and delegated actions.", "basis": "design-inference", "evidenceIds": [ "EWF-05", "src-un-sids-digital-foundations", "AC-25", "SC-R02", "AC-27", "PC-S06", "AC-30", "HBD-13", "AC-33", "RSM-02", "SC-R10", "AC-39", "SC-R16", "AC-38", "AC-36", "EWF-18", "E18" ], "worldIds": [ "W04" ], "evidenceLimit": "The score and rank are authored judgements over sealed concepts, not measurements of future adoption." }, "grounding": { "scores": { "futureDistance": 4, "needScale": 5, "globalBreadth": 4, "marketplaceClarity": 5, "deliveryReadiness2031": 4, "trustAndSafety": 4, "total": 87 }, "evidenceAnchors": [ { "statement": "The bound regional evidence identifies assisted access, uneven digital foundations, and gaps in practical remedy as material constraints.", "basis": "measured-trend", "evidenceIds": [ "EWF-05", "src-un-sids-digital-foundations" ], "worldIds": [ "W04" ] } ], "regionalVariation": [ { "geographyId": "united-states", "fit": "conditional", "explanation": "State and rural variation create need, but cross-provider recognition and funding differ sharply.", "evidenceIds": [ "AC-25", "SC-R02" ] }, { "geographyId": "mainland-china", "fit": "conditional", "explanation": "Local fiscal and migrant gaps make assisted access relevant, subject to recognition and privacy.", "evidenceIds": [ "AC-27", "PC-S06" ] }, { "geographyId": "european-union", "fit": "present", "explanation": "Rights and public-service duties support equivalent offline access, although local capacity varies.", "evidenceIds": [ "AC-30", "HBD-13" ] }, { "geographyId": "india", "fit": "present", "explanation": "Assisted identity and informal access make mobile qualified service especially relevant.", "evidenceIds": [ "AC-33", "EWF-05" ] }, { "geographyId": "japan-and-republic-of-korea", "fit": "conditional", "explanation": "Ageing and rural labour scarcity create need, but qualified mobile supply may be tight.", "evidenceIds": [ "RSM-02", "SC-R10" ] }, { "geographyId": "gulf-technology-economies", "fit": "conditional", "explanation": "Infrastructure supports mobile delivery, while non-citizen trust and appeal rights need protection.", "evidenceIds": [ "AC-39", "SC-R16" ] }, { "geographyId": "latin-america", "fit": "present", "explanation": "Uneven formal access makes trusted assisted routes useful, though public funding varies.", "evidenceIds": [ "AC-38", "EWF-05" ] }, { "geographyId": "africa", "fit": "present", "explanation": "Assisted access and regional coordination are material where connectivity and trained supply remain uneven.", "evidenceIds": [ "AC-36", "EWF-18" ] }, { "geographyId": "other-material-paths", "fit": "present", "explanation": "Small-island and mobile populations can benefit strongly, provided host compensation and portable rights are secured.", "evidenceIds": [ "src-un-sids-digital-foundations", "E18" ] } ], "scenarioFit": [ { "worldId": "W04", "fit": "strong", "reason": "An automation-first world with fewer permanent desks makes portable qualified human presence structurally necessary." } ], "resolutionCriteria": [ "A person can open a serious case without first authenticating through the failed digital route.", "Accepted urgent cases reach a qualified worker and external owner within the local urgent time.", "Repeat-story, failed-handoff, crisis, exit, and subgroup gaps improve in served locations.", "Repeated demand triggers permanent capacity review rather than indefinite mobile substitution." ] }, "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-level collision screen, not a complete registry search, trademark opinion or legal clearance. Search engines can miss products, private services, regional uses, recent launches and non-Latin-script equivalents. A no-material-collision-found verdict means only that this bounded search did not expose a material exact-name use.", "closestMatches": [ { "title": "Putt-Putt Goes to the Moon App - App Store", "url": "https://apps.apple.com/nz/app/putt-putt-goes-to-the-moon/id1007898303", "reason": "The returned game page contains doorway and Rover separately in its description; it does not use Doorway Rover as an exact product name." } ] }, "evidenceReferences": [ { "kind": "source", "id": "EWF-05", "title": "ILO/World Bank, Disruption without dividend?", "publisher": "ILO/World Bank", "url": "https://www.ilo.org/publications/disruption-without-dividend-how-digital-divide-and-task-differences-split", "publishedAt": "2026-03-17", "accessedAt": "2026-08-01", "limitations": "Internet access is a necessary but insufficient proxy for productive use; occupational structures will change.", "evidenceClass": "measured-trend", "geographies": [ "Multi-country", "Other/unspecified" ] }, { "kind": "source", "id": "src-un-sids-digital-foundations", "title": "Small Island Developing States", "publisher": "United Nations Department of Economic and Social Affairs", "url": "https://sdgs.un.org/topics/small-island-developing-states", "publishedAt": "undated-at-access", "accessedAt": "2026-08-02", "limitations": "The official topic page did not expose a single reliable publication date; it was accessed on 2026-08-02. It establishes structural constraints and agreed priorities, not a specific AI adoption path.", "evidenceClass": "policy-intent", "geographies": [ "other" ] }, { "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": "SC-R02", "title": "Families and living arrangements: 2022 data", "publisher": "United States Census Bureau", "url": "https://www.census.gov/newsroom/press-releases/2024/families-living-arrangements.html", "publishedAt": "2024-05-30", "accessedAt": "2026-08-02", "limitations": "Household composition is not a measure of loneliness, relationship quality or voluntary solitude.", "evidenceClass": "measured-trend", "geographies": [ "United States" ] }, { "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": "PC-S06", "title": "Systematically promote coordination between computing power and electricity and continue to increase green-power supply for data centres", "publisher": "National Data Administration of China", "url": "https://www.nda.gov.cn/sjj/swdt/sjdt/0318/20250318212051776584737_pc.html", "publishedAt": "2025-03-18", "accessedAt": "2026-08-02", "limitations": "The 80% figure is a policy objective, not independently verified achievement. PUE does not include all electricity-system, water, construction or chip impacts. This Chinese-language source requires careful translation and should not be paraphrased as a global rule.", "evidenceClass": "measured-trend", "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": "HBD-13", "title": "European Health Data Space Regulation", "publisher": "European Commission", "url": "https://health.ec.europa.eu/ehealth-digital-health-and-care/european-health-data-space-regulation-ehds_en", "publishedAt": "undated-at-access", "accessedAt": "2026-08-01", "limitations": "Entry into force is not operational interoperability; implementing acts, national readiness and enforcement remain consequential.", "evidenceClass": "measured-trend", "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®=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": "SC-R10", "title": "Survey on people's connections, 2024 results", "publisher": "Cabinet Office of Japan", "url": "https://www.cao.go.jp/kodoku_koritsu/pdf/shiryou5.pdf", "publishedAt": "2025-04-25", "accessedAt": "2026-08-02", "limitations": "Self-reported cross-sectional survey; the response rate and Japanese wording matter; it cannot establish causes.", "evidenceClass": "measured-trend", "geographies": [ "Japan" ] }, { "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": "SC-R16", "title": "DCD shares findings from sixth Quality of Life Survey in Abu Dhabi", "publisher": "Abu Dhabi Department of Community Development", "url": "https://addcd.gov.ae/Media-Center/News/DCD-shares-findings-from-6th-Quality-of-Life-Survey-in-Abu-Dhabi", "publishedAt": "2026-03-27", "accessedAt": "2026-08-02", "limitations": "Self-reported, emirate-specific results; the public summary does not expose every sampling and item-level detail.", "evidenceClass": "measured-trend", "geographies": [ "United Arab Emirates: Abu Dhabi" ] }, { "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" ] } ], "rankingIndexPath": "rankings/category-001/index.json", "sourceReceipts": [] }