AI-ready data is data an AI agent can query correctly without a human translating. In practice that means flat tables, sessions already built, and a data dictionary that explains every column.
Why It Matters
Agents fail quietly on nested schemas and undocumented columns: the query runs, the answer is wrong. The data model matters more than the model.