2 posts

People Lab

Bring Back the Change Consultant

The 1990s change management industry collapsed under its own vagueness, then got eaten by the cost-cutters. Now agentic AI is forcing the hardest organizational question in a generation, and neither playbook works. The answer is uncomfortably simple: tell your people the truth.

The Prototype Is the Research

Customer research captures what people want to be true about themselves, not what's true about their behavior. Concept testing was a compromise forced by the cost of building. That cost just collapsed. You can vibe code a working prototype in an afternoon. Test behavior, not stated preferences.

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