Security & Governance
Personal AI Assistant for Work and Personal Life
One assistant for work and life leaks. Two disconnected ones underperform. A scoped bridge between them is the fix worth building.
Security & Governance
RBAC for agents, data-leakage prevention, auditing, and compliance for enterprise AI.
Security & Governance
Human-in-the-Loop AI Approval That Actually Binds
Connect human review to the exact action an agent executes. Test approval binding, then design the interface for attention rather than rubber-stamping.
Security & Governance
AI Agent Audit Log
Validate declared authorization phases and detect audit-log tampering with a runnable hash-chain checker.
Security & Governance
Permission-Aware RAG for Enterprise Knowledge Systems
Permission-aware RAG enforces access control inside retrieval. Three enforcement patterns, the metadata model, and the failure modes to test.