AI Vendor Evaluation Scorecard

Ask for production numbers, all-in cost, governance, error visibility, and exit terms before anyone falls in love with the demo.

Take the readiness assessmentBook a 30-minute call

What this helps you decide

Drawn from AI That Pays for Itself, the book's operator-first method for making AI produce measurable value.

Production numbers

Cost, latency, and accuracy at your volume, on your messy data.

Error path

What happens when it gets it wrong, who sees it, and where the exception goes.

Exit

Data export, portability, and contract-out terms. You are signing a lease; make sure you can break it.

Send me the worksheet

It goes into Kit so follow-up can match what you actually asked for, not some generic newsletter fog.

Where this fits

Use this before a vendor meeting, before a pilot, or before asking a board for budget. The point is to force the operational questions first: what moves, who owns it, what it costs, when we stop, and how we keep watching after launch.

Read about the book →