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Why Most AI Fails Before It Begins
Every founder says they’re “AI-first.”
Almost none are.
Because most AI doesn’t fail in production.
It fails at the foundation.
You can’t build intelligence on top of chaos.
And right now, 90% of GTM data layers are chaos.



