{
  "schema_version": "qaz-tax-data-center-roadmap-v1",
  "reviewed_at": "2026-07-27",
  "purpose": "Define the path from a reviewed public tax navigator to a national tax data center for visitors, small businesses and AI systems.",
  "publication_rule": "Only reviewed projections are public. Raw candidates, private taxpayer data and unverified legal interpretations stay outside the public site.",
  "layers": [
    {
      "id": "primary-official-corpus",
      "name": "Первичный официальный корпус",
      "state": "building",
      "current_examples": ["Налоговый кодекс", "разъяснения КГД", "календарь платежей", "каталог ФНО", "официальные сервисы"],
      "target_examples": ["article-level law versions", "full form catalogue", "complete KBK/KNP registry", "official service status", "regional/local tax rules"],
      "next_action": "Connect QazPipe candidate monitoring and QazLake immutable snapshots with manual publish gates."
    },
    {
      "id": "derived-tax-knowledge",
      "name": "Вторичные данные и выводы",
      "state": "planned",
      "current_examples": ["маршруты налогоплательщика", "сравнение режимов", "карта изменений", "права налогоплательщика"],
      "target_examples": ["situation-to-law crosswalk", "form-to-deadline graph", "regime eligibility boundaries", "risk-free explanation cards", "article change impact notes"],
      "next_action": "Build source-linked derived records where every conclusion can be traced back to a source, date and limitation."
    },
    {
      "id": "small-business-workbench",
      "name": "Рабочее место малого бизнеса",
      "state": "building",
      "current_examples": ["четыре браузерных расчета", "режимы", "календарь", "сервисы"],
      "target_examples": ["payroll scenario", "VAT route", "calendar export", "document checklist", "safe payment-code lookup", "notice response packet"],
      "next_action": "Add calculators only after complete formula, source and limitation records are versioned."
    },
    {
      "id": "public-visual-analytics",
      "name": "Инфографика и визуализации",
      "state": "planned",
      "current_examples": ["deadline cards", "change cards", "regime cards", "tax revenue current-LCU line chart"],
      "target_examples": ["tax burden timeline", "budget revenue composition", "regional comparison map", "tax code change graph", "calendar heatmap", "service journey flow"],
      "next_action": "Publish only comparable public series; do not infer taxpayer compliance or risk from aggregate data."
    },
    {
      "id": "ai-system-contracts",
      "name": "Контракты для ИИ-систем",
      "state": "building",
      "current_examples": ["llms.txt", "thematic release manifest", "public JSON contracts", "source registry"],
      "target_examples": ["canonical citations API", "dataset cards", "semantic crosswalk", "machine-readable disclaimers", "retrieval bundles", "change digests"],
      "next_action": "Expose stable IDs, source citations and limits for every public conclusion before adding AI-answer surfaces."
    },
    {
      "id": "research-and-policy",
      "name": "Исследования и налоговая политика",
      "state": "planned",
      "current_examples": ["research lane in content program"],
      "target_examples": ["QazKnowledge evidence cards", "OECD/IMF/World Bank context", "Kazakhstan statistical series", "methodology notes", "policy trade-off explainers"],
      "next_action": "Add QazKnowledge records with method, applicability and limits rather than editorial summaries only."
    }
  ],
  "quality_gates": [
    "Every public number must have source, period and review date.",
    "Every derived conclusion must be reproducible from public or reviewed internal records.",
    "Conflicting sources block calculators and prescriptive guidance.",
    "No IIN, BIN, credentials, declarations, notices, bank data or taxpayer account state enters the public site.",
    "AI-facing records must include citation, limitation and release version.",
    "Visualizations must show method and avoid unsupported compliance, debt or risk inference."
  ],
  "next_public_releases": [
    {
      "id": "0.5",
      "name": "Small business workbench",
      "deliverables": ["payroll scenario", "VAT route", "calendar export", "document checklist", "expanded form registry"]
    },
    {
      "id": "0.6",
      "name": "Tax data atlas",
      "deliverables": ["tax revenue series", "regional comparison map", "budget composition charts", "dataset cards"]
    },
    {
      "id": "0.7",
      "name": "Legal change graph",
      "deliverables": ["article-level tax code map", "effective-date graph", "source diff bundles", "AI retrieval package"]
    }
  ]
}