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All issuesVolume 337, Issue 3IT NewsAI

Nobody Told Legal About Your RAG Pipeline -- Why That's A Problem

InformationWeek, Friday, April 17th, 2026

Retrieval-augmented generation is everywhere in the enterprise. The compliance and e-discovery implications are not. What lives in your vector database may be the next audit surprise you didn't see coming.

Every regulated enterprise running an AI system is sitting on a discovery liability it can't see. Retrieval-augmented generation, commonly referred to as RAG, is the architecture that lets large language models (LLMs) pull from internal document repositories before generating a response. Yet legal teams are rarely aware of the liabilities that lurk there.

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