BUYER'S CHECKLIST

Five questions to ask any AI cost vendor

Including us. If a vendor cannot answer the second one, the rest do not matter.

Question 1What exactly is the baseline, and can it be altered after the result is known?

A savings percentage is meaningless without a fixed comparison basis. If the vendor defines the baseline, defines the method, and can revise either once the result is in, the percentage is a narrative rather than a measurement. Ask to see the baseline pinned before the pilot starts.

Question 2Which component computes the savings figure — and can that same component also sign it?

This is the question that separates assurance from marketing. If the answer is “the same system, but we wouldn't alter it,” you are being offered trust where a control belongs. The correct answer describes a second component, in a different trust domain, that the first component cannot impersonate — and explains what physically prevents it.

Question 3Can I verify a savings record with your service switched off — and in three years?

Records that require the vendor's cooperation to check are not evidence; they are a service. Ask whether verification runs offline, on your hardware, with no network call, after the contract ends and after the vendor is gone.

Question 4What happens when a record fails verification, and can I tell a misconfiguration from a false claim?

A control that reports one undifferentiated failure gets ignored within a quarter. Your team needs to know whether an alert means “fix the deployment” or “investigate the number.”

Question 5Will you publish a pilot result that came in below expectations?

The answer reveals whether the vendor's evidence is selected. Ask for it in writing before the pilot, not after the number exists.

Our answers are on this site. Question 2 is answered by the operating system: the optimizing component is denied read access to the attester's key, so it cannot produce the signature regardless of what its code says. Question 5 is answered in advance — we publish attested pilot figures whatever they are, because a proof brand that curates its proof is not one. Sealed savings. Proven, not promised.

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Programs & participation
NVIDIA InceptionMember
NIST Zero DraftsSubmissions filed
NIST AI 300-1Public comment
NIST NCCoEPost-Quantum Cryptography
Community of Interest
DOE Genesis MissionConsortium participant
Congressional Internet CaucusAdvisory Group — former member

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