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Measurement

How AI value is tracked, measured, and reported — or fails to be.

Manifesto

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Most companies can't answer the only question that matters about AI.

May 11, 2026

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2 min read

Most companies can't answer the only question that matters about AI.

Six months in, no one knows what's working. Here's why — and what we're going to do about it.

Tobias Edwards
Tobias Edwards

Calyber

The system of record for how AI is used, governed, and translated into operating leverage.

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