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Human Oversight Intelligence

Know where humans should review your AI.

SignalBench analyzes production AI decisions, human corrections, and outcomes to identify where human oversight should be increased, reduced, or specialized.

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Illustrative demo
Shipping creditsHumans review every case→Test reviewing 10%
Fraud disputesGeneral reviewers check these cases→Route to expert reviewers
Account closureAI handles these cases alone→Add human review
How it works

From production behavior to a clear action.

  1. 1

    Connect production AI and human review data.

  2. 2

    Detect repeated corrections and review patterns.

  3. 3

    Fix AI problems or test reducing unnecessary review.

Current oversight → recommended oversight.

Supported by real review behavior and outcomes—not an opaque score.

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