Board Brief

Autonomous AI agents execute actions with real-world consequences—financial transactions, API calls, data modifications—without deterministic governance boundaries. Monitoring tools observe but do not prevent. Policy engines authorize but do not enforce. The gap between AI proposals and controlled execution creates unbounded operational risk.

Without enforcement boundaries, AI deployments operate with implicit unlimited authorization.

HALMAI is the AI Governance Kernel — the deterministic enforcement layer between AI intent and execution:

• Governance Score (0-100) for operational health tracking
• Executive reports with incident summaries and risk metrics
• Audit-ready evidence packs for compliance verification
• Hash chain verification reports for tamper detection
• Invariant check logs for continuous assurance
• Public integrity endpoint for external verification