AI Working Toolkit
Agent Outcome Ledger
Include review, rework, and setup when estimating AI value.
Capacity value is an estimate, not cash saved. Quality must be comparable before calling time saved an improvement.
Your working inputs
Save explicitly to keep inputs in this browser. Export a backup before changing devices. Avoid confidential data on shared devices.
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Your review
Generate a report after reviewing your inputs.
What would make this worth paying for?
Log ten comparable attempts, including failed runs, review, and rework; repeat after two weeks.
This is a customer experiment, not a claim of validation or revenue.