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Notes on understanding customers.

Insights on customer research, product development, and building better products through understanding.

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    • ai analysis
    • research ops
    • insight verification

    How do you verify AI research insights? A 2026 guide

    AI insights sound confident but rarely show their evidence. Three checks - trace the quote, confirm full coverage, find counter-evidence - before any stakeholder sees them.

    Rob Manzano

Research notes, worth the inbox

What we are learning about running research and building the operating system for it. Written by the people doing both.