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 "evidenceNotice": "The India market headline figures and the main regulatory dates (11 sources) were checked against the publications' reporting on 22 Oct 2026; the India figures match the GCC Playbook. The other 48 sources were recalled without live verification and have NOT been re-verified: treat those figures as a draft until each is verified in sources.json.",
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   "slug": "logistics",
   "file": "20_Guidebook_Logistics_Transportation.md",
   "number": "20",
   "kind": "guidebook",
   "short": "Logistics & Transportation",
   "title": "Logistics & Transportation GCC Guidebook",
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     "level": 2,
     "id": "executive-summary",
     "text": "Executive summary"
    },
    {
     "level": 2,
     "id": "title-purpose-audience-geography-as-of-date",
     "text": "1. Title, purpose, audience, geography, as-of date"
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     "level": 2,
     "id": "industry-context-and-business-value-case",
     "text": "2. Industry context and business-value case"
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     "level": 3,
     "id": "context-interpretation-unless-stated",
     "text": "2.1 Context (interpretation unless stated)"
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    {
     "level": 3,
     "id": "business-value-case",
     "text": "2.2 Business-value case"
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    {
     "level": 2,
     "id": "industry-value-chain-and-priority-gcc-functions",
     "text": "3. Industry value chain and priority GCC functions"
    },
    {
     "level": 2,
     "id": "gcc-operating-model-options",
     "text": "4. GCC operating-model options"
    },
    {
     "level": 2,
     "id": "capability-maturity-model",
     "text": "5. Capability maturity model"
    },
    {
     "level": 2,
     "id": "function-by-function-opportunity-matrix",
     "text": "6. Function-by-function opportunity matrix"
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     "level": 2,
     "id": "technology-architecture-themes",
     "text": "7. Technology architecture themes"
    },
    {
     "level": 2,
     "id": "talent-strategy",
     "text": "8. Talent strategy"
    },
    {
     "level": 2,
     "id": "location-strategy",
     "text": "9. Location strategy"
    },
    {
     "level": 3,
     "id": "india-city-comparison",
     "text": "9.1 India city comparison"
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    {
     "level": 3,
     "id": "global-alternatives",
     "text": "9.2 Global alternatives"
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    {
     "level": 2,
     "id": "governance",
     "text": "10. Governance"
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     "level": 2,
     "id": "implementation-approach",
     "text": "11. Implementation approach"
    },
    {
     "level": 2,
     "id": "risks-compliance-and-common-failure-modes",
     "text": "12. Risks, compliance, and common failure modes"
    },
    {
     "level": 2,
     "id": "executive-checklist",
     "text": "13. Executive checklist"
    },
    {
     "level": 2,
     "id": "day-action-plan",
     "text": "14. 90-day action plan"
    },
    {
     "level": 2,
     "id": "bibliography-and-evidence-log",
     "text": "15. Bibliography and evidence log"
    },
    {
     "level": 1,
     "id": "part-b-deep-dive-appendices-logistics-transportation",
     "text": "PART B — DEEP-DIVE APPENDICES: Logistics & Transportation"
    },
    {
     "level": 2,
     "id": "b1.-fact-dashboard-dated-sourced-confidence-flagged",
     "text": "B1. Fact dashboard (dated, sourced, confidence-flagged)"
    },
    {
     "level": 2,
     "id": "b2.-data-slots-to-refresh-evidence-gaps-do-not-fill-from-memory",
     "text": "B2. Data slots to refresh (evidence gaps — do NOT fill from memory)"
    },
    {
     "level": 2,
     "id": "b3.-gcc-archetypes-in-this-industry",
     "text": "B3. GCC archetypes in this industry"
    },
    {
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     "id": "b4.-use-case-library",
     "text": "B4. Use-case library"
    },
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     "level": 2,
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     "text": "B5. KPI dictionary"
    },
    {
     "level": 2,
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     "text": "B6. Quantified business-case model (illustrative; all inputs A )"
    },
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     "level": 2,
     "id": "b7.-weighted-city-scorecard-user-adjustable",
     "text": "B7. Weighted city scorecard (user-adjustable)"
    },
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     "level": 2,
     "id": "b8.-reference-team-shape-illustrative-300-fte-steady-state-gcc",
     "text": "B8. Reference team shape (illustrative 300-FTE steady-state GCC)"
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     "id": "b9.-regulatory-and-compliance-map",
     "text": "B9. Regulatory and compliance map"
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     "text": "B10. Risk register (scored)"
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     "id": "b11.-12-month-roadmap",
     "text": "B11. 12-month roadmap"
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     "text": "B12. Maturity self-assessment"
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     "text": "B14. 12–24 month outlook for this industry (as of Oct 2026)"
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     "id": "b15.-illustrative-composite-cases-hypothetical-not-real-companies",
     "text": "B15. Illustrative composite cases (hypothetical — NOT real companies)"
    },
    {
     "level": 2,
     "id": "b16.-glossary",
     "text": "B16. Glossary"
    },
    {
     "level": 2,
     "id": "b17.-related-domain-playbooks",
     "text": "B17. Related domain playbooks"
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    {
     "level": 2,
     "id": "open-questions-and-validation-needed",
     "text": "Open Questions and Validation Needed"
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   "file": "21_Guidebook_Aerospace_Defence.md",
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   "kind": "guidebook",
   "short": "Aerospace & Defence",
   "title": "Aerospace & Defence GCC Guidebook",
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     "text": "Executive summary"
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     "text": "1. Title, purpose, audience, geography, as-of date"
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    {
     "level": 2,
     "id": "industry-context-and-business-value-case",
     "text": "2. Industry context and business-value case"
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     "level": 3,
     "id": "context-interpretation-unless-stated",
     "text": "2.1 Context (interpretation unless stated)"
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     "id": "business-value-case",
     "text": "2.2 Business-value case"
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    {
     "level": 2,
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     "text": "3. Industry value chain and priority GCC functions"
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     "level": 2,
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     "text": "4. GCC operating-model options"
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     "text": "5. Capability maturity model"
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     "text": "6. Function-by-function opportunity matrix"
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    {
     "level": 2,
     "id": "technology-architecture-themes",
     "text": "7. Technology architecture themes"
    },
    {
     "level": 2,
     "id": "talent-strategy",
     "text": "8. Talent strategy"
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     "level": 2,
     "id": "location-strategy",
     "text": "9. Location strategy"
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     "id": "india-city-comparison",
     "text": "9.1 India city comparison"
    },
    {
     "level": 3,
     "id": "global-alternatives",
     "text": "9.2 Global alternatives"
    },
    {
     "level": 2,
     "id": "governance",
     "text": "10. Governance"
    },
    {
     "level": 2,
     "id": "implementation-approach",
     "text": "11. Implementation approach"
    },
    {
     "level": 2,
     "id": "risks-compliance-and-common-failure-modes",
     "text": "12. Risks, compliance, and common failure modes"
    },
    {
     "level": 2,
     "id": "executive-checklist",
     "text": "13. Executive checklist"
    },
    {
     "level": 2,
     "id": "day-action-plan",
     "text": "14. 90-day action plan"
    },
    {
     "level": 2,
     "id": "bibliography-and-evidence-log",
     "text": "15. Bibliography and evidence log"
    },
    {
     "level": 1,
     "id": "part-b-deep-dive-appendices-aerospace-defence",
     "text": "PART B — DEEP-DIVE APPENDICES: Aerospace & Defence"
    },
    {
     "level": 2,
     "id": "b1.-fact-dashboard-dated-sourced-confidence-flagged",
     "text": "B1. Fact dashboard (dated, sourced, confidence-flagged)"
    },
    {
     "level": 2,
     "id": "b2.-data-slots-to-refresh-evidence-gaps-do-not-fill-from-memory",
     "text": "B2. Data slots to refresh (evidence gaps — do NOT fill from memory)"
    },
    {
     "level": 2,
     "id": "b3.-gcc-archetypes-in-this-industry",
     "text": "B3. GCC archetypes in this industry"
    },
    {
     "level": 2,
     "id": "b4.-use-case-library",
     "text": "B4. Use-case library"
    },
    {
     "level": 2,
     "id": "b5.-kpi-dictionary",
     "text": "B5. KPI dictionary"
    },
    {
     "level": 2,
     "id": "b6.-quantified-business-case-model-illustrative-all-inputs-a",
     "text": "B6. Quantified business-case model (illustrative; all inputs A )"
    },
    {
     "level": 2,
     "id": "b7.-weighted-city-scorecard-user-adjustable",
     "text": "B7. Weighted city scorecard (user-adjustable)"
    },
    {
     "level": 2,
     "id": "b8.-reference-team-shape-illustrative-300-fte-steady-state-gcc",
     "text": "B8. Reference team shape (illustrative 300-FTE steady-state GCC)"
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     "text": "B9. Regulatory and compliance map"
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     "id": "b10.-risk-register-scored",
     "text": "B10. Risk register (scored)"
    },
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     "level": 2,
     "id": "b11.-12-month-roadmap",
     "text": "B11. 12-month roadmap"
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     "text": "B12. Maturity self-assessment"
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     "text": "B13. Governance artefacts"
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    {
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     "id": "b14.-1224-month-outlook-for-this-industry-as-of-oct-2026",
     "text": "B14. 12–24 month outlook for this industry (as of Oct 2026)"
    },
    {
     "level": 2,
     "id": "b15.-illustrative-composite-cases-hypothetical-not-real-companies",
     "text": "B15. Illustrative composite cases (hypothetical — NOT real companies)"
    },
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     "level": 2,
     "id": "b16.-glossary",
     "text": "B16. Glossary"
    },
    {
     "level": 2,
     "id": "b17.-related-domain-playbooks",
     "text": "B17. Related domain playbooks"
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    {
     "level": 2,
     "id": "open-questions-and-validation-needed",
     "text": "Open Questions and Validation Needed"
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   "kind": "guidebook",
   "short": "Semiconductors & Electronics",
   "title": "Semiconductors & Electronics GCC Guidebook",
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     "text": "3. Industry value chain and priority GCC functions"
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     "text": "4. GCC operating-model options"
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    {
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     "text": "5. Capability maturity model"
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    {
     "level": 2,
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     "text": "6. Function-by-function opportunity matrix"
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    {
     "level": 2,
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     "text": "7. Technology architecture themes"
    },
    {
     "level": 2,
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     "text": "8. Talent strategy"
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    {
     "level": 2,
     "id": "location-strategy",
     "text": "9. Location strategy"
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    {
     "level": 3,
     "id": "india-city-comparison",
     "text": "9.1 India city comparison"
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    {
     "level": 3,
     "id": "global-alternatives",
     "text": "9.2 Global alternatives"
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    {
     "level": 2,
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     "text": "10. Governance"
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     "id": "risks-compliance-and-common-failure-modes",
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     "id": "executive-checklist",
     "text": "13. Executive checklist"
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    {
     "level": 2,
     "id": "day-action-plan",
     "text": "14. 90-day action plan"
    },
    {
     "level": 2,
     "id": "bibliography-and-evidence-log",
     "text": "15. Bibliography and evidence log"
    },
    {
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     "text": "2. Industry context and business-value case"
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