What a Data Product Is in the Modern Data Stack
A reusable data asset with embedded ownership, semantics, and governance—not just raw tables.
Nadia Kaur
AI-ready data — Page 4
AI-Ready Data Layer
AI Readiness Assessment for Enterprise Data
AI systems need data structured for agents, not analysts—and they're fundamentally different.
Data Freshness Requirements for AI Agent Decision Making
Agents need fresher data than dashboards because they act without human judgment to catch staleness.
Owen Whitlock