Enterprise RAG
Definition
Use enterprise knowledge controlled for AI answers.
Enterprise RAG combines retrieval-augmented generation with operational requirements such as access rights, data maintenance, source citations, and ongoing quality control.
Simply explained
An assistant looks up allowed company documents and cites its sources.
Why it matters in practice
Internal knowledge can become more accessible without transferring everything into model weights.
Example from business
A hypothetical assistant answers process questions only from documents the requesting person is allowed to access.
Limits and pitfalls
- Outdated sources, incorrect permissions, and inappropriate hits can produce problematic answers.
Origin & history
The approach extends RAG with requirements for productive enterprise use.
Use in mid-sized companies
- Start with a delimited knowledge domain and binding data owners.
Frequently asked questions
Does RAG prevent all hallucinations?
No, retrieval and answer must be checked separately.
Sources
Editorially reviewed on: