AP makes its archive AI-ready to tap the enterprise RAG boom

November 07, 2025
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The Associated Press has quietly retooled for the AI era – structuring its archive so enterprise LLMs can reliably ground, cite and pay for decades of reporting.

The news organization has spent the last nine to 12 months making its tens of millions of content assets across text, video, photos and audio formats, machine-readable for LLMs to assimilate easily.

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AP makes its archive AI-ready to tap the enterprise RAG boom

It's a strategy that should secure its future as an information data repository for the AI era, and widen its customer base to include more enterprise clients by meeting their AI needs,

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Written by Jim Cooper and Sara Jerde

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