CIICustomer Intent Intelligence™Perspective & Thought Leadership

Deconstructing the Hype™

A Customer Intent Intelligence™ series examining the claims we make about AI, search, analytics, personalization, automation, and customer understanding—then asking what the evidence actually supports.

Contrarian AnalysisEvidence-FirstCII Perspective

CONTINUE THE CII JOURNEY

Behavior Is Not Intent

Follow one Customer Intent Intelligence™ idea from research to interpretation, critique, application, practice, and reflection.

CORE IDEA Behavior is evidence. Intent is a hypothesis until the evidence supports it.
The Deconstruction Lens

Five questions behind every critique.

The series is not anti-AI, anti-data, or anti-automation. It is anti-unexamined certainty. Every deconstruction follows the same evidence discipline.

01 · Claim

What exactly are we being told the technology, metric, or method can do?

02 · Evidence

What does the available evidence directly support?

03 · Missing Context

What information would materially change the interpretation?

04 · Alternatives

What competing explanations fit the same signal?

05 · Responsible Conclusion

What can we say—and act on—without pretending uncertainty disappeared?

In the series

The claims worth questioning.

Deconstructing the Hype™ focuses on the places where technology language becomes more confident than the underlying evidence.

Use the lens

Deconstruct a claim.

Capture the claim, the evidence behind it, and the context your team may be overlooking. The tool generates a structured set of questions for a CII-style review.

Deconstruction brief
Complete the fields on the left to generate a structured deconstruction brief.
The point is not skepticism for its own sake.

Better intelligence starts with better claims.

Customer Intent Intelligence™ asks organizations to distinguish observation from interpretation, inference from evidence, and prediction from understanding—so better technology can lead to better decisions instead of simply faster assumptions.

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