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Agents will answer finance questions over 1,800 tables on a generated semantic layer. What may the tool draft, and what must a person sign?

A tool can draft a glossary for 1,800 tables in an afternoon. It cannot decide which revenue finance means. The design is about where approval lives, how the query path enforces it, and how you prove the agent is ready one question class at a time.

Updated Nov 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.

A tool can draft a glossary for 1,800 tables in an afternoon. It cannot decide which revenue finance means. The design is about where approval lives, how the query path enforces it, and how you prove the agent is ready one question class at a time.

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FEDITOR'S NOTE

An original design exercise built on public tooling such as NVIDIA's Auto Ontology, not a reported company interview. Score whether the candidate scopes by questions instead of tables, separates machine drafting from human approval, puts certification where the query path can enforce it, and defines readiness per stratum with refusals scored as their own outcome.

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