Natural Language Is the Interface, Not the Semantic Layer

This is Part 2 of a two-part technical series. Part 1 showed how an Enterprise Data Discovery Assistant recovers legacy logic and produces grounded SQL. Rupak's article on AI-ready data products provides the larger context: agents need machine-readable semantics, active contracts, and engineering guardrails. This post follows the next step—from a...