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Decadal Master Implementation Plan: Sentinel AI Governance (2026–2035)

1. Executive Summary

This document outlines the decadal implementation strategy for the Sentinel AI Governance Stack v2.4, Omni-Sentinel Mesh v4.0, and related AGI/ASI governance components across Global Systemically Important Financial Institutions (G-SIFIs) and Fortune 500 financial institutions. The plan ensures institutional resilience, regulatory compliance, and systemic stability in the era of advancing Artificial General Intelligence (AGI) and Artificial Superintelligence (ASI).

2. Safety Architecture & Containment

2.1 Omni-Sentinel Cognitive Execution Environment (CEE)

  • High-Assurance Enclaves: Deployment on AMD SEV-SNP and Intel TDX platforms to ensure memory encryption and isolation.
  • vTPM Attestation: Mandatory PCR_MATCH=TRUE enforcement for all containment nodes before model weights are decrypted.
  • Dead-man's Switch: OmegaActual heartbeat protocol enforcing immediate containment if supervisory monitors fail.

2.2 SARA/ACR Routing Stabilization

  • SARA (Self-correction & Alignment Routing Agent): Real-time stabilization of Mixture-of-Experts (MoE) routing layers to prevent systemic drift.
  • ACR (Autonomous Compliance Router): Dynamic policy-based routing to ensure jurisdictional compliance (e.g., GDPR, MAS FEAT) at the inference edge.

3. Phased Roadmap

3.1 Phase 0: Foundational Hardening & PQC Migration (2026–Q2 2027)

  • Objective: Establish the zero-trust execution and audit baseline.
  • Key Milestones:
    • Deployment of Sentinel v2.4 Baseline with PQC WORM audit logging (Kafka + S3 Object Lock).
    • Integration of AMD SEV-SNP / Intel TDX confidential enclaves for all Tier 0/1 model weights.
    • Activation of SARA (Self-correction & Alignment Routing Agent) within the StaR-MoE architecture.
    • Implementation of vTPM remote attestation (PCR_MATCH=TRUE).
  • Exit Criteria: 100% of systemic models reside in confidential enclaves; PQC signature verification active.

3.2 Phase 1: Policy Specification & Industrialization (Q3 2027–2028)

  • Objective: Operationalize compliance-as-code and formal safety boundaries.
  • Key Milestones:
    • Conversion of all enterprise controls to OSCAL 1.1.2 and OPA/Rego policy bundles.
    • Formal verification of containment protocols using TLA+ SentinelContainmentProtocol.
    • Integration with ICGC (Inter-Governmental Compute Governance) registries.
    • Deployment of WorkflowAI Pro for end-to-end governed agentic workflows.
  • Exit Criteria: 100% of deployment gates are policy-enforced; TLA+ invariants verified for top 20 high-risk workflows.

3.3 Phase 2: Systemic Risk & Collective Defense (2029–2030)

  • Objective: Mitigate sector-wide contagion and activate federated defense.
  • Key Milestones:
    • Operationalization of G-SRI (Global Systemic Risk Index) monitoring.
    • Launch of SIP v3.0 (Sentinel Interoperability Protocol) for GIEN-based telemetry sharing.
    • Implementation of Zero-Knowledge (ZK) Systemic Risk Proofs (Circom/Groth16).
    • Regular Red Dawn crisis chaos engineering simulations.
  • Exit Criteria: Real-time G-SRI dashboard active; ZK-proofs accepted by lead supervisors.

3.4 Phase 3: Autonomous Supervisory Excellence (2031–2035)

  • Objective: Scale governance to AGI/ASI autonomy levels.
  • Key Milestones:
    • Deployment of Autonomous Supervisory Agents (ASA) for continuous real-time audit.
    • Migration of ZK pipelines to zk-STARKs for long-term audit transparency.
    • Global activation of OmegaActual treaty enforcement smart contracts.
    • Integration of civilizational-scale containment and emergency kill-switches.
  • Exit Criteria: Near-zero latency ACR enforcement; ISO/IEC 42001 certification across all global hubs.

4. Governance Components

  • Sentinel AI Governance Stack v2.4: The core orchestration layer.
  • Omni-Sentinel Mesh v4.0: Distributed execution and policy enforcement mesh.
  • Omni-Sentinel Cognitive Execution Environment (CEE): TEE-based secure inference.
  • G-Stack: The 10-layer civilizational assurance architecture.
  • GAI-SOC: Global AI Security Operations Center for 24/7 telemetry monitoring.

5. Implementation Success Metrics (KPIs)

  • Mean Time to Containment (MTTC): Target < 60 seconds for systemic breaches.
  • Assurance Integrity: 100% of audit records protected by PQC WORM and S3 Object Lock.
  • Compliance Coverage: 100% mapping to EU AI Act, NIST AI RMF, and Basel III/IV.
  • Systemic Drift Index: Max 0.1 for MoE routing layer stability.

6. Regulatory Alignment

This plan is mapped to:

  • EU AI Act: Annex IV documentation and GPAI systemic risk obligations.
  • Basel III/IV: Operational risk and capital adequacy for AI-driven systems.
  • SR 11-7 / SR 26-2: Model risk management and enterprise risk governance.
  • DORA / NIS2: ICT resilience and incident reporting.
  • GDPR Art 22: Transparency and rights in automated decision-making.

Authorized by the Global AGI Safety Board and G-SIFI Oversight Committees.