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feat(GSIFI-REFARCH-WP-024): Six-Layer Full-Stack AI Governance for Tier-1 Global Banks
DOCUMENT: GSIFI-REFARCH-WP-024 v1.0.0 — Enterprise AI Governance Reference Architecture SCOPE: G-SIFIs, Fortune 500, Tier-1 Global Banks with AGI-Capable Systems CLASSIFICATION: CONFIDENTIAL — Board Risk Committee / C-Suite / Prudential Supervisors SIX-LAYER FULL-STACK GOVERNANCE MODEL (L1-L6): - L1: Board & Enterprise Risk Oversight (SMCR/SIMR, kill-switch authorization) - L2: AI Strategy & Policy Infrastructure (482+ OPA rules, risk taxonomy) - L3: Model Lifecycle & Risk Management (SR 11-7, 12-dimension ARS v2.0) - L4: Data Governance & Privacy Engineering (14 mandatory fields, DQ >= 0.85) - L5: Development, Deployment & Runtime Governance (7-stage CI/CD, 4 HITL gates) - L6: Compute & Infrastructure Governance (sovereign compute, carbon monitoring) THREE LINES OF DEFENSE: - 1st Line: AI Development & Operations (200-400 AI/ML FTE) - 2nd Line: AI Risk Management (CAIGO, AI Risk Committee, Ethics Office, MRM, Data Gov, Compute Gov) - 3rd Line: Internal Audit & Board Oversight (8-15 AI Audit FTE) - CAIGO Profile: $2.8M budget, 12 direct reports, 5 key authorities 11-COMPONENT GOVERNANCE STACK: - GS-01 through GS-11: AI Inventory Registry, Risk Classification Engine, Policy-as-Code, Model Validation, Runtime Monitoring, Tamper-Evident Audit Logging, KPI/SLA Panel, Incident Response, CI/CD HITL Gates, Escalation Engine, Data Gov Fields REGULATORY CROSSWALK (186 controls, 847 mappings): - 12 controls mapped across EU AI Act, NIST AI RMF, ISO 42001, SR 11-7, GDPR, FCRA/ECOA - Evidence artifacts per control with auditor examination questions 90-DAY MVP ROADMAP (4 phases, $14.2M Year-1): - Phase 1: Governance Foundation (Days 1-21, $1.8M) - Phase 2: Infrastructure (Days 22-45, $3.4M) - Phase 3: Operational Controls (Days 46-70, $4.8M) - Phase 4: Crisis Simulation & Hardening (Days 71-90, $4.2M) 3 CRISIS SIMULATIONS: - CRISIS-01: Autonomous Trading Cascade ($2.8B notional, 47-second cascade) - CRISIS-02: Hallucination Cascade (12% rate, 47K customer interactions) - CRISIS-03: Adversarial Prompt Injection (multi-system coordinated attack) BOARD DELIVERABLES: - BP-01: 16:9 Architecture Slide with Ownership Column - BP-02: One-Page Executive Briefing - BP-03: 3-5 Page Regulatory Crosswalk & Technical Annex NEW FILES: - rag-agentic-dashboard/public/six-layer-governance.html (60,746 chars, 12-section dashboard) - Radar chart, investment chart, layer stack visualization - 16:9 board slide preview, one-page exec briefing preview - Full crosswalk matrix, evidence table, CI/CD pipeline viz - Crisis simulation cards, timeline roadmap, API explorer MODIFIED FILES: - rag-agentic-dashboard/server.js: Registered new page in whitepaper suite + dashboards 42 NEW API ENDPOINTS under /api/gsifi-refarch/* 86/86 regression tests pass (0 failures) All 4 dashboard HTML files return HTTP 200
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