AI monthly value report
Check whether an automation is creating useful business value after its real costs and mistakes.
Done when: Measured outcomes, costs, exceptions and the next keep, change or stop decision are supported by evidence.
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Period and comparison baseline
Record the month, workflow scope and comparable baseline period. Note seasonality or other changes.
Verified business outcomes
Enter aggregate completed actions and their evidence source. Separate attempted, accepted, delivered and actually completed work.
Time and cost
Record measured operator time, software cost, review time, rework and other delivery costs. Label estimates.
Quality and exceptions
Summarize incorrect outputs, human interventions, missed actions and unresolved defects without private examples.
Value calculation and uncertainty
Explain the calculation and attribution limits. Recovered opportunity is not automatically a sale or collected revenue.
Keep, change or stop
Choose one next action with its owner, due date, success measure and review trigger.
Reference links and review boundary
Use the current issuer, payer, regulator, platform or qualified professional for your exact activity and location. These links informed the planning questions; they do not make this an official form, full compliance review or permission to operate.
Healthcare businesses are welcome for business education. PublicProof does not receive, store or process patient information. A completed worksheet does not establish HIPAA compliance, transport qualification, professional authority, account approval, a credential, reimbursement or revenue.
Worksheet updated October 20, 2026. Verify changing requirements before relying on them.