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AIVentureBeat · 74d ago

The AI context gap: Enterprise AI organizations have a trust problem, not a retrieval problem — and most are still building the fix

A majority of 57% of enterprises report their AI agents have produced confident but incorrect answers traced to missing or inconsistent business context in the past six months. Most enterprises are building a governed semantic layer to address this context gap, while provider-native retrieval has overtaken dedicated vector databases as the default source feeding AI agents their business information.

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