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Applied AI·November 4, 2026·1 min read

What AI-ready data demands

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If agents can’t reliably discover and trust your data products, your AI roadmap is just slideware. Treat schemas, lineage, and access controls as part of the product surface — and assign an owner — or expect brittle agents and expensive rework.