Enterprise RAG

Enterprise RAG Permissions: Tenant, Role, And Record-Level Filters

How permission boundaries should travel from source systems into retrieval, context assembly, model prompts, and answer traces.

Strategy Clear thinking before expensive build work
Architecture Practical patterns for technical leaders
Execution Delivery guidance grounded in real systems
Metrics Reliability, cost, speed, and adoption signals

Enterprise RAG cannot treat permissions as a front-end concern. Tenant, workspace, role, and record-level rules need to shape what can be indexed, retrieved, assembled into context, and shown in citations.

A secure retrieval layer should carry access metadata with each chunk, enforce filters before reranking, and preserve source lineage so answer traces explain which records influenced the response.

The test plan should include cross-tenant records, role changes, revoked documents, private notes, stale indexes, and prompt-injection attempts that ask the system to reveal hidden context.

Next step

Want a roadmap for your team?

Start with the Two-Week Architecture Audit so data access, workflow risk, validation, and operating needs are clear before build work expands.