How do you put governance around models: approvals, access, model cards, and deprecation?
Promotion is the easy part. Governance covers who may ship what, on whose sign-off, with what documented, and how a model gets retired. Here is the control plane an auditor actually asks for.
Updated Sep 2026 · Grounded in real GenAI, LLM, and AI/ML engineering interview loops and written to a senior-engineer editorial bar.
Promotion is the easy part. Governance covers who may ship what, on whose sign-off, with what documented, and how a model gets retired. Here is the control plane an auditor actually asks for.
Lead with where the obvious approach breaks, because that is the judgment they are screening for — most candidates jump straight to the happy path and lose the room.
Then walk the failure back through the pipeline in order, naming the one metric the customer's exec sponsor actually cares about before you propose the fix.
