Walk the governance path for AI handoffs
Design a governance path that separates AI generation, human review, approval, and audit evidence.
Governance moment AI drafts patient instruction summaries. The team wants speed, but output quality and approval ownership cannot be vague. The wrong handoff can turn a useful draft into unmanaged risk. Framework Generate -> verify -> approve -> audit AI can generate an output, but governance asks who verifies evidence, who approves use, and how errors improve the system. The control should match task consequence. Shortcut Treat every AI draft as either harmless or fully blocked. Controls become proportional rather than performative. The more consequential the output, the more explicit the owner before use. 01 Risk lane 02 Review 03…
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