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All issuesVolume 342, Issue 2IT Vendor NewsRed Hat

Build a Compliance Assistant With AutoRAG and Red Hat OpenShift AI

Red Hat, Thursday, September 10th, 2026

A hands-on guide to building a retrieval-augmented compliance tool that answers with checkable citations.

This guide walks through building a retrieval-augmented generation compliance assistant on Red Hat OpenShift AI using AutoRAG.

The design goal is answers accompanied by citations that a user can verify against the source policy document, which is what makes the tool usable in a regulated context where an unsourced answer is worthless.

The walkthrough covers document ingestion, retrieval configuration and evaluation. It is a practical starting point for one of the more defensible enterprise AI use cases, since the corpus is bounded and the ground truth is available.

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