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Measuring AI adoption without telemetry: is self-reported data good enough?

Hey! Most AI adoption measurement I've seen relies on telemetry like commits, tickets, or license usage. That works when you own the systems. We don't. We're ~400 people across 100+ client projects, and connecting to client Jira or repos would need approval from each client. So we measure the human…

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  1. 2026-10-17 12:02 · r/ArtificialInteligence
    Measuring AI adoption without telemetry: is self-reported data good enough?

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