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InsightUpdated 7 min read
From evidence to opportunity: a governed intelligence workflow
How evidence, confidence, policy, and human judgment can turn scattered signals into a governed opportunity workflow.
A useful opportunity is more than a score. It needs traceable evidence, a clear explanation, and an owner who can decide what happens next.
A governed intelligence loop
- Collect signals only from approved sources.
- Preserve provenance so a reviewer can inspect the evidence.
- Separate observed facts from model inference.
- Route the recommended next step to the appropriate human owner.
This structure helps teams move quickly without treating an AI-generated confidence score as authority. The human reviewer can accept, revise, defer, or reject the recommendation with the evidence still attached.
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