Privilege and confidentiality enforcement
Block egress of privileged content to public LLMs unless explicitly authorized. Constrain decisions redact bates-stamp identifiers and other privileged markers. Every decision is signed into the audit chain for matter-by-matter replay.
Matter segregation
Per-matter agents and per-client policies enforce that an agent working on Matter A cannot retrieve documents from Matter B. The policy engine evaluates the matter id on every retrieval and generation step.
Audit and discovery support
The SHA-256 audit chain produces a tamper-proof record of every AI-assisted document review. Useful for both internal compliance and external discovery responses.