Use-Case Value Scorer

The ideaDescribe the use case — One proposed AI or automation use case.

Economic valueMonthly case volumeMinutes per case (current)Loaded hourly costMonthly error / rework costMonthly delay costEstimated capacity / revenue valueAre these figures verified (not estimates)?

Data readinessDoes the required data exist?Is the data accessible?How complete is the data? (0–100%)Is the data owner known?Is the intended use permitted?Does it include sensitive data?

ImplementationHow many systems are involved?Are integrations / APIs available?Process stability (0–100)Exception rate (0–100)Is a business owner named?

Failure & securityConsequence severity (0–100)Reversibility (0–100)Detectability of failure (0–100)Action autonomy (0–100) — How much the system acts on its own.Third-party / external-model dependency (0–100)

MeasurementIs a baseline defined?Is a target defined?Is a metric owner named?Is a measurement interval defined?Is a stop / rollback threshold defined?

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