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    95% of AI Pilots Fail — MIT Measured the Same Flaw

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    Ethan
    April 19, 2026

    Summary

    95% of enterprise AI pilots fail. MIT measured it. They all have the same flaw: reactive architecture. Every failed pilot has the same pattern — user types prompt, agent responds, nothing happens until someone asks. Nobody's watching at 2 AM when a counterfeit product goes live.

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    About this video

    95% of enterprise AI pilots fail. MIT measured it. They all have the same flaw: reactive architecture. Every failed pilot has the same pattern — user types prompt, agent responds, nothing happens until someone asks. Nobody's watching at 2 AM when a counterfeit product goes live. What's missing is a trigger. Not a cron job — an event-driven webhook that fires when data matches a condition. The agent doesn't wait. It watches. mixpeek.com/use-cases/video-compliance-monitoring