Describe how orchestration, observability, and review gates make AI-generated vendor-risk summaries operationally usable.
What changed when the vendor-risk workflow moved from one AI answer to orchestration? Before: one AI answer, no evidence trail. After: evidence, scoring, follow-up, review. The monolith became modules: collect documents, extract controls, score policy, draft summary. Modularity makes each output inspectable and replaceable. Logging became part of the workflow. Every input, missing item, and AI draft is traceable, which supports observability and later audit. The agent loop is capped. It asks once for missing evidence, then escalates the gap instead of inventing confidence. Human review gates high-risk labels before procurement sees them. That keeps AI from creating business consequences…
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