{
  "id": "S18",
  "slug": "public-service-leap",
  "title": "A public service platform reaches inclusive operation",
  "version": "0.5.0",
  "status": "active",
  "orientation": "upside",
  "family": "D",
  "short_title": "Public service leap",
  "thematics": [
    "ai-cyber-digital",
    "demographics-human-capital",
    "information-integrity-social-cohesion"
  ],
  "likelihood_type": "idiosyncratic",
  "likelihood_note": "The probability is for a given nation. It is clustered among lower-income and middle-income states that already have wide identity coverage and mobile payment use.",
  "scores": {
    "likelihood_2y": {
      "band": 2,
      "rationale": "This is the chance that a given nation completes the full Standard Severe switch within two years. Brazil's Pix reached most adults in about two years, but on the payment layer alone. Aadhaar took about six years to pass one billion numbers. Few of the 197 nations have identity, payments and data exchange ready to pass independent tests together. One or two completions in the window is the central expectation, which is the Unlikely band."
    },
    "likelihood_10y": {
      "band": 3,
      "rationale": "Over ten years the components are open, low in cost and endorsed: G20 leaders adopted a framework for digital public infrastructure in 2023 and many states are building on open-source platforms. The binding constraints are independent testing, universal assisted access and political tolerance of audit. GINC expects between two and ten nations to meet the full definition in a decade, which is the Possible band."
    },
    "impact_systemic": {
      "level": 1,
      "rationale": "Level 1. The event occurs in one nation at a time and the gain is administrative: faster transfers, a narrower tax gap and lower transaction costs. Even in a large adopter this is well under 0.5 per cent of global output over five years, and no capability band shifts are expected outside the adopting state. Payment intermediaries lose income locally, not globally."
    },
    "impact_national": {
      "level": 4,
      "rationale": "Level 4, reached on essential services. Benefit delivery time falls 80 per cent, the tax compliance gap narrows by a quarter and 90 per cent of adults can deal with the state remotely, so revenue, inclusion and audit change together. It is not level 5 because the change is reversible: outage, exclusion or misuse of the data can undo the gain, and the structure of the economy is unchanged in the first five years."
    },
    "confidence": {
      "level": "medium",
      "reason": "Adoption speeds are well documented for single layers. Evidence on fiscal effects, exclusion rates and the durability of safeguards is thinner and contested."
    },
    "priority": 8,
    "tier": "III",
    "source": "model-panel-v0.5"
  },
  "scorecard": {
    "onset": "months",
    "duration": "3 years (two years to full coverage, then one of contested operation)",
    "warning": "months",
    "scope": "national",
    "origin": "negotiated",
    "external_support": "partial (open-source components and development finance)",
    "policy_response": "best practice",
    "recovery_horizon": "structural"
  },
  "summary": "A government switches its principal payments and administrative services to interoperable public digital systems after independent security and inclusion tests. Within two years, 90 per cent of adults can use identity, payments and consent-based data exchange, with assisted offline access retained for every essential service. Median benefit delivery time falls 80 per cent and the tax compliance gap narrows by a quarter. Procurement and service records become auditable. Citizens and compliant small firms gain access and time. Intermediaries and gatekeepers who drew income from the old process lose it and resist, and poorly represented groups risk exclusion. The test is reliable, rights-respecting operation.",
  "distribution": {
    "gains": [
      "Households that receive benefits, pensions and refunds in days instead of weeks",
      "Compliant small firms, which gain time, verified records and access to credit",
      "Revenue authorities and audit offices",
      "Adults previously without an account or a usable proof of identity"
    ],
    "loses": [
      "Agents, brokers and payment handlers whose fee income depended on the old process",
      "Officials who drew unofficial payments from control of files, licences and contracts",
      "People the digital route fails: some older adults, minority-language speakers and those without a phone",
      "Firms and individuals whose under-reported income becomes visible to the revenue authority"
    ]
  },
  "narrative": {
    "dateline": "April 2031",
    "text": "The switch took place on 1 March 2029. Two months earlier the audit office had published the results of the independent tests. The security review had found no unresolved critical faults. The inclusion trial, run across 40 districts, had shown that 96 per cent of adults could complete a payment and a records request, alone or with an assistant. The law had made both reports a condition of the switch.\n\nBy March 2031, 90 per cent of adults had used the identity, payment and data exchange services in the previous quarter. The median time from an approved benefit claim to payment had fallen from 20 days to four. The revenue authority estimated that the tax compliance gap had narrowed by a quarter, mainly because invoices and payments between registered firms were now matched automatically. Every contract above the publication threshold, and every decision on a licence or a benefit, carried a record that the audit office and the applicant could read.\n\nThe gains were contested. About 60,000 licensed agents, form writers and payment handlers lost most of their fee income within a year. Their associations brought two court challenges and organised stoppages at district offices. In three provinces, officials who had controlled land and licence files delayed the transfer of records until the audit office published a list of the offices that had not complied. The new records identified a cartel in road maintenance contracts, and 14 officials were charged.\n\nExclusion was the harder problem. The speech interface performed poorly in two minority languages. Fingerprint authentication failed for older manual workers at four times the national rate. The assisted counters, which the law required in every district, handled 11 per cent of all transactions in the first year and 7 per cent in the second. A proposal in 2030 to close them was withdrawn after the inclusion auditor reported that closure would leave 1.5 million adults without access. The automated eligibility model for housing support was suspended for five months after a review found that it rejected applicants with irregular income at twice the expected rate.\n\nThe system failed in service once. An outage of nine hours in August 2029 stopped online authentication. Pharmacies and benefit offices used the offline procedure and payments were reconciled the next day. In 2030 the interior ministry requested bulk access to payment records. The data protection authority refused and the court upheld the refusal.\n\nTwo neighbouring states that made a similar switch without published tests reported higher enrolment and lower use. GINC's assessment was that the result depended less on the software than on four conditions: tests before the switch, a staffed offline route, records open to audit and a regulator able to refuse the state."
  },
  "anchors": [
    {
      "shock_id": "aadhaar-2009",
      "date": "2009 onward",
      "event": "Aadhaar",
      "what_happened": "India's identity authority was set up in 2009, issued its first number in September 2010, passed one billion numbers in April 2016 and has since issued more than 1.3 billion.",
      "calibrates": "Identity enrolment at national scale took about six years. The scenario therefore assumes the identity layer largely exists before the two-year switch."
    },
    {
      "shock_id": "pix-2020",
      "date": "November 2020",
      "event": "Pix",
      "what_happened": "Brazil's central bank launched an instant payment system open to all banks and payment firms. Most adults had used it within two years and it became the country's most used payment method.",
      "calibrates": "The assumption of 90 per cent coverage in two years on the payment layer, and the loss of transfer fee income by incumbents."
    },
    {
      "shock_id": "x-road-2001",
      "date": "2001",
      "event": "X-Road",
      "what_happened": "Estonia introduced a data exchange layer through which agencies and firms query each other's registers. Each query is logged and a person can see which bodies have looked at their records.",
      "calibrates": "Consent-based data exchange and auditable service records as standing infrastructure, sustained for more than two decades."
    },
    {
      "shock_id": "novissi-cash-transfers-2020",
      "date": "2020",
      "event": "Novissi cash transfers",
      "what_happened": "Togo paid emergency cash transfers to informal workers by mobile money during the pandemic, with registration by phone and payment within days.",
      "calibrates": "The fall in benefit delivery time that follows when identity and payment systems are connected, in a low-income state."
    },
    {
      "shock_id": "aadhaar-exclusion-cases-2017",
      "date": "2017–2019",
      "event": "Aadhaar exclusion cases",
      "what_happened": "Researchers and journalists documented denials of subsidised food rations in several Indian states where biometric authentication failed or records had not been linked.",
      "calibrates": "Counter-anchor: the exclusion that follows where no assisted or offline route exists, and the reason the scenario requires one."
    },
    {
      "shock_id": "huduma-namba-rulings-2020",
      "date": "January 2020 and October 2021",
      "event": "Huduma Namba court rulings",
      "what_happened": "Kenya's High Court ruled in January 2020 that the national digital identity programme could proceed only with an adequate data protection framework. In October 2021 it found the card roll-out unlawful for want of a data protection impact assessment.",
      "calibrates": "Counter-anchor: a switch made before legal safeguards and independent assessment are in place can be stopped by the courts."
    }
  ],
  "parameters": {
    "common": {
      "severity": {
        "major": "major",
        "severe": "severe",
        "extreme": "extreme"
      },
      "duration": {
        "major": null,
        "severe": "3 years",
        "extreme": "5 years"
      },
      "onset": {
        "major": null,
        "severe": "months",
        "extreme": null
      },
      "warning": {
        "major": null,
        "severe": "months",
        "extreme": null
      },
      "scope": {
        "major": null,
        "severe": "national",
        "extreme": null
      },
      "origin": {
        "major": null,
        "severe": "negotiated",
        "extreme": null
      },
      "external_support": {
        "major": null,
        "severe": "partial",
        "extreme": null
      },
      "concurrency": {
        "major": null,
        "severe": "standalone",
        "extreme": null
      },
      "policy_response": {
        "major": null,
        "severe": "best practice",
        "extreme": null
      },
      "recovery_horizon": {
        "major": null,
        "severe": "structural",
        "extreme": null
      }
    },
    "specific": [
      {
        "name": "Adults able to use identity, payments and consent-based data exchange",
        "default": "90 per cent",
        "range": "75 to 98",
        "unit": "per cent of adults",
        "note": "Measured by successful use within two years of the switch, alone or with assistance, not by enrolment."
      },
      {
        "name": "Fall in median benefit delivery time",
        "default": "80 per cent",
        "range": "50 to 95",
        "unit": "per cent",
        "note": "From approved claim to receipt of payment."
      },
      {
        "name": "Reduction in the tax compliance gap",
        "default": "25 per cent",
        "range": "10 to 40",
        "unit": "per cent of the gap",
        "note": "The gap between tax due and tax collected, as estimated by the revenue authority."
      },
      {
        "name": "Time from the switch to full coverage",
        "default": "2 years",
        "range": "1 to 4",
        "unit": "years",
        "note": "Assumes identity enrolment is largely complete before the switch."
      },
      {
        "name": "Independent tests before the switch",
        "default": "security and inclusion tests passed and published",
        "range": "options: security test only / unpublished / none",
        "unit": null,
        "note": "Tests are commissioned outside the operating agency."
      },
      {
        "name": "Assisted offline access",
        "default": "retained for every essential service",
        "range": "options: partial / withdrawn after transition",
        "unit": null,
        "note": "Staffed counters and an offline procedure for use during outages."
      },
      {
        "name": "Records open to audit",
        "default": "all procurement above the publication threshold and all service decisions",
        "range": "options: procurement only / internal audit only",
        "unit": null,
        "note": null
      }
    ]
  },
  "transmission": [
    "Independent security and inclusion tests are passed and published, and the government switches its principal payments and administrative services to the public systems.",
    "Benefits, public salaries, taxes and licences move to the new route, which brings most adults into regular use within months.",
    "Benefit delivery time falls, and duplicate or fictitious claims are removed as identity and payment records are matched.",
    "Matched invoices and payments narrow the tax compliance gap, and small firms obtain credit on verified transaction records.",
    "Procurement and service decisions leave auditable records, which exposes collusion and removes discretion from gatekeepers.",
    "Displaced intermediaries and officials resist through court challenges, stoppages and delay in transferring records.",
    "Authentication failures, language gaps and outages fall mainly on poorly represented groups; assisted offline access and redress determine how many are excluded.",
    "Regulators and courts rule on requests for wider access to personal data, which settles whether public trust in the systems holds."
  ],
  "loading": [
    {
      "dimension": "Hard",
      "domain": "defence-security",
      "load": "Low",
      "channel": "Identity records support border and security functions; access by security agencies must be bounded by law"
    },
    {
      "dimension": "Hard",
      "domain": "strategic-infrastructure",
      "load": "High",
      "channel": "Identity, payment and data exchange systems become essential infrastructure that must run continuously"
    },
    {
      "dimension": "Hard",
      "domain": "critical-technology",
      "load": "High",
      "channel": "Authentication, encryption, cyber security and AI case handling must be operated and tested domestically"
    },
    {
      "dimension": "Soft",
      "domain": "government-effectiveness",
      "load": "High",
      "channel": "Service delivery, revenue administration, procurement audit and redress change together"
    },
    {
      "dimension": "Soft",
      "domain": "human-capital",
      "load": "High",
      "channel": "Digital skills, literacy and language coverage decide who can use the services unaided"
    },
    {
      "dimension": "Soft",
      "domain": "influence-cohesion",
      "load": "High",
      "channel": "Trust in the state rises or falls with fairness, privacy and the treatment of excluded groups"
    },
    {
      "dimension": "Economic",
      "domain": "macro-financial",
      "load": "High",
      "channel": "Tax compliance, benefit leakage, payment costs and access to credit all shift"
    },
    {
      "dimension": "Economic",
      "domain": "industry-trade-supply",
      "load": "Medium",
      "channel": "Small firms enter formal commerce; payment agents and form-filling intermediaries lose business"
    },
    {
      "dimension": "Economic",
      "domain": "energy-resources",
      "load": "Low",
      "channel": "Data centres and access points need continuous power and connectivity"
    }
  ],
  "stakeholders": {
    "government": {
      "exposure": "Delivery, revenue and trust improve; outage, exclusion and misuse of data become the state's direct responsibility",
      "actions": [
        "Make published independent security and inclusion tests a legal condition of the switch",
        "Fund and staff an assisted offline route for every essential service",
        "Give the data protection authority and the audit office powers and budget before launch"
      ],
      "watch": [
        "Active use and authentication failure rates by group and district",
        "Benefit delivery time and the tax compliance gap",
        "Grievance cases opened and resolved"
      ],
      "relevance": 3
    },
    "technology": {
      "exposure": "Operators carry a national platform whose failure stops payments and services",
      "actions": [
        "Build on open standards and published interfaces to avoid dependence on one supplier",
        "Design for outage, low connectivity and users without smartphones",
        "Test language, speech and biometric performance across population groups before release"
      ],
      "watch": [
        "Uptime of identity, payment and data exchange services",
        "Failure rates by language and age group",
        "Security test findings and time taken to remedy them"
      ],
      "relevance": 5
    },
    "investors": {
      "exposure": "Payment intermediaries and agents lose fee income; lenders gain verified transaction data and the sovereign gains revenue",
      "actions": [
        "Review holdings exposed to card, remittance and agency fee income in adopting states",
        "Reassess sovereign revenue projections where the compliance gap narrows",
        "Price credit to small firms on verified transaction records"
      ],
      "watch": [
        "Instant payment volumes and fee levels",
        "Tax revenue as a share of GDP",
        "Court rulings and legislation affecting the platform"
      ],
      "relevance": 4
    },
    "public": {
      "exposure": "Faster payments and services for most adults; exclusion for people the digital route fails",
      "actions": [
        "Enrol and learn the assisted and redress routes",
        "Check the consent record for data shared between agencies",
        "Report failed authentication and refused services to the oversight body"
      ],
      "watch": [
        "Outage notices and offline procedures",
        "Closure or staffing of assisted counters",
        "Requests by security agencies for access to personal data"
      ],
      "relevance": 5
    }
  },
  "regions": [
    {
      "region": "north-america",
      "exposure": "Medium",
      "rationale": "Federal and state systems are fragmented and private payment networks are entrenched; the gain is real but resistance is strong"
    },
    {
      "region": "europe",
      "exposure": "Medium",
      "rationale": "Most services are already digital; the remaining gain is inclusion and interoperability across borders and agencies"
    },
    {
      "region": "china",
      "exposure": "Medium",
      "rationale": "Payments and services are already digital on platform firms and state systems; independent testing and consent are the gap"
    },
    {
      "region": "indo-pacific",
      "exposure": "High",
      "rationale": "South-East Asian states are linking instant payment systems; archipelagos and Pacific islands gain most from remote access"
    },
    {
      "region": "south-asia",
      "exposure": "High",
      "rationale": "India supplies the model and much of the open software; neighbours with large benefit programmes have the most to gain"
    },
    {
      "region": "gulf-middle-east",
      "exposure": "Medium",
      "rationale": "Gulf states have capital and digital government; elsewhere conflict and weak audit limit the gain"
    },
    {
      "region": "africa",
      "exposure": "High",
      "rationale": "The largest gap between paper delivery and what is possible, with wide mobile money use to build on"
    },
    {
      "region": "latin-america",
      "exposure": "High",
      "rationale": "Brazil's instant payment system is the regional reference; large informal sectors raise both the tax gain and the resistance"
    },
    {
      "region": "russia-eurasia",
      "exposure": "Medium",
      "rationale": "States can build the systems quickly; weak independent oversight makes rights-respecting operation the hardest condition to meet"
    }
  ],
  "indicators": [
    {
      "name": "Adults with a digital identity that can be used to authenticate online",
      "source": "World Bank ID4D Global Dataset",
      "threshold": "above 90 per cent of adults",
      "cadence": "irregular"
    },
    {
      "name": "Adults who made or received a digital payment in the past year",
      "source": "World Bank Global Findex Database",
      "threshold": "above 80 per cent of adults",
      "cadence": "about every three years"
    },
    {
      "name": "Online service provision and e-participation scores",
      "source": "United Nations E-Government Survey",
      "threshold": null,
      "cadence": "every two years"
    },
    {
      "name": "Maturity of core government systems and shared platforms",
      "source": "World Bank GovTech Maturity Index",
      "threshold": "entry to the highest maturity group",
      "cadence": "irregular"
    },
    {
      "name": "Tax revenue as a share of GDP and published tax gap estimates",
      "source": "IMF Government Finance Statistics; national revenue authorities",
      "threshold": "tax gap estimate falling for two consecutive years",
      "cadence": "annual"
    },
    {
      "name": "Public contracts published as open data",
      "source": "Open Contracting Partnership; national procurement portals",
      "threshold": null,
      "cadence": "continuous"
    },
    {
      "name": "Data protection law in force with an independent regulator",
      "source": "UNCTAD Data Protection and Privacy Legislation Worldwide",
      "threshold": "law in force before the switch",
      "cadence": "updated as laws change"
    },
    {
      "name": "Authentication failure rate and grievance cases by population group",
      "source": null,
      "threshold": "failure rate for any group more than twice the national rate",
      "cadence": "monthly"
    }
  ],
  "compounds": {
    "triggers": [
      {
        "id": "S08",
        "note": "Automated case handling removes clerical and intermediary work in the adopting state"
      },
      {
        "id": "S04",
        "note": "Concentrated identity and payment systems raise the consequence of concealed access"
      },
      {
        "id": "S19",
        "note": "Patient identification, records and payment systems support preventive treatment at scale"
      },
      {
        "id": "S20",
        "note": "Identity, consent records and payment systems support targeted vaccination and compensation"
      },
      {
        "id": "S16",
        "note": "Public digital identity and payments deliver vouchers, credit and advice to smallholders without intermediaries."
      }
    ],
    "triggered_by": [
      {
        "id": "S11",
        "note": "Fiscal release tied to transparent procurement and credible budgets finances the switch"
      },
      {
        "id": "S10",
        "note": "Emergency transfers during a pandemic force a state to build delivery systems"
      },
      {
        "id": "S07",
        "note": "Relief payments after a disaster expose paper delivery and create a mandate to replace it"
      },
      {
        "id": "S12",
        "note": "digital trade and traceability rules push members to adopt interoperable public digital systems"
      },
      {
        "id": "S20",
        "note": "Vaccination registers and consent records demonstrate interoperable public digital systems in use."
      }
    ],
    "amplified_by": [
      {
        "id": "S12",
        "note": "Mutual recognition of digital trade rules and traceability rewards interoperable systems"
      }
    ],
    "triggered_by_other": [
      "An audit finding or benefit payment scandal that discredits paper delivery",
      "A regional payment-link agreement that requires interoperable domestic systems"
    ],
    "amplifying_trends": [
      "Digital public infrastructure",
      "Public-sector AI adoption",
      "State capacity & delivery",
      "Data protection & digital rights",
      "Algorithmic accountability & bias",
      "Financial inclusion",
      "Corruption & state capture",
      "Digital language representation gaps"
    ]
  },
  "open_questions": [
    "Whether a programme that a government chooses belongs in a library of events, and which date marks the point at which it has occurred.",
    "Whether 'can use' should be measured by enrolment, by successful use or by an independent survey, since the three give different coverage figures.",
    "Whether a 25 per cent reduction in the tax compliance gap is achievable within two years, given that the evidence outside value added tax is thin.",
    "How the national impact level should treat a state in which delivery improves and rights protections weaken at the same time."
  ],
  "commentary": null,
  "overview": {
    "source": "model-panel-v0.5",
    "lenses": {
      "political": "Displaced agents and officials who controlled files **resist the transfer of records** through courts and stoppages. The government holds the switch to published tests.",
      "economic": "The tax compliance gap narrows **by a quarter** and benefit delivery time falls 80 per cent. Intermediaries lose most of their fee income within a year.",
      "social": "**Assisted offline access** serves the adults the digital route fails: older manual workers, minority-language speakers and people without a phone.",
      "technological": "Identity, payments and consent-based data exchange run as **interoperable public systems**. Automated eligibility decisions need review before and after deployment.",
      "legal": "A data protection authority **able to refuse the state**, and a right to redress, decide whether operation respects rights.",
      "environmental": "Direct environmental effects are small. The systems need **continuous power and connectivity**, so outages from heat, flood or storm test the offline route."
    },
    "regions": {
      "north-america": "Federal and state systems are fragmented and private payment networks are entrenched. The gain is real but **institutional resistance is strong**.",
      "europe": "Most services are already digital. The remaining gain is **inclusion and interoperability** across borders and agencies.",
      "china": "Payments and services already run on platform firms and state systems. The gap is **independent testing and consent**.",
      "indo-pacific": "South-East Asian states are linking instant payment systems. **Archipelagos and Pacific islands** gain most from remote access and depend most on the offline route.",
      "south-asia": "**India supplies the model** and much of the open software. Neighbours with large benefit programmes have the most to gain.",
      "gulf-middle-east": "Gulf states have capital and digital government. Elsewhere in the region **conflict and weak audit** limit the gain.",
      "africa": "**The largest available gain**, built on wide mobile money use. Identity coverage, connectivity and language coverage are the constraints.",
      "latin-america": "Brazil's instant payment system is the regional reference. **Large informal sectors** raise both the tax gain and the resistance.",
      "russia-eurasia": "States can build the systems quickly. **Weak independent oversight** makes rights-respecting operation the condition least likely to be met."
    },
    "evolution": {
      "lead_indicators": "Digital identity covers above **90 per cent of adults** and digital payments above 80 per cent. A data protection law with an independent regulator is in force.",
      "triggers": "The audit office publishes **independent security and inclusion tests**, a legal condition of the switch. The government then moves its principal payments and administrative services to public systems.",
      "immediate": "Benefits, public salaries, taxes and licences move to the new route within months. **Assisted counters handle 11 per cent** of transactions in the first year.",
      "post_immediate": "Median benefit delivery falls from 20 days to four. About 60,000 agents lose most of their fee income and **resist through courts and stoppages**; officials delay record transfers.",
      "stabilisation": "Within two years 90 per cent of adults use the services and **the tax compliance gap narrows by a quarter**. A third year of contested operation follows.",
      "long_term": "Procurement and service decisions leave auditable records; gatekeepers lose discretion. The gain is reversible: it holds while **the offline route stays staffed** and the regulator can refuse the state."
    }
  },
  "history": [
    {
      "edition": 2027,
      "rank": null,
      "L2y": 2,
      "L10y": 3,
      "impact_systemic": 1,
      "impact_national": 4,
      "confidence": "medium"
    }
  ],
  "changelog": [
    {
      "version": "0.5.0",
      "date": "2026-10-09",
      "change": "Rebuilt in the second pass from Digital public infrastructure leapfrog: the event is now a tested switch to inclusive operation within two years, with likelihood lowered, onset set to months and resistance from displaced intermediaries added."
    }
  ],
  "citation": "GINC (2027). Scenario S18 A public service platform reaches inclusive operation, Scenario Library v0.5. scenarios.ginc.org/scenarios/public-service-leap"
}