enterprise-ai

Enterprise RAG Knowledge System

An architecture for organizational memory: documents, retrieval, access control, quality and feedback.

RAGknowledgegovernance

Purpose

Make organizational knowledge usable for decisions without uncontrolled data copying into chat tools.

Inputs

  • Documents
  • Knowledge bases
  • Access rights
  • User questions
  • Quality feedback

Outputs

  • Source-grounded answers
  • Knowledge gaps
  • Risk flags
  • Usage analytics

Components

Source registry

A catalog of sources, owners, freshness and access rules.

Retrieval layer

Evidence retrieval with quality controls.

Answer layer

Answers with sources, uncertainty and boundaries.

Flow

  1. Register sources
  2. Index knowledge
  3. Retrieve evidence
  4. Generate answer
  5. Collect feedback