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Move First, Align Fast
book

Move First, Align Fast

by Deepika Chopra
November 2025
Intermediate to advanced
352 pages
5h 54m
English
Wiley
Content preview from Move First, Align Fast

CHAPTER 8HAAS™: The Human–AI Alignment Score

Trust is not a feeling. It's a signal you can measure.

At first glance, the adoption story looked like success. In what we call the 95% Paradox, an operations team of 200 employees showed near-perfect AI system usage. Login rates hit 95%, features were widely accessed, and training completion exceeded every target. On paper, adoption was flawless.

But the HAAS™ score was 43 out of 100.

The Human–AI Alignment Score (HAAS™) measures trust velocity—whether adoption reflects genuine confidence or mere compliance. In this case, the score revealed a costly truth: employees logged into AI systems but overrode recommendations 78% of the time. Manual checks duplicated AI output, deadlines drove teams back to traditional methods, and high usage numbers masked low trust.

This adoption–alignment paradox illustrates why successful AI transformation requires more than usage metrics. People can engage extensively with AI while trusting it minimally, creating expensive inefficiencies disguised as technological success. HAAS™ exposes these patterns by measuring trust velocity directly—showing whether adoption will translate into real performance improvement and competitive advantage.

The Trust Measurement Opportunity: High AI system adoption rates do not guarantee high trust or confidence levels. Organizations need measurement systems that reveal trust velocity patterns that predict whether adoption will translate into measurable performance ...

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Publisher Resources

ISBN: 9781394392537