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Engineering · June 2026 · 7 min read

Why 4 out of 5 AI pilots never reach production — and the engineering that fixes it

Everyone has a demo. Almost nobody has a deployment. The gap isn't model quality — it's five specific engineering failures we see in nearly every stalled pilot. Here's each one, and what fixing it actually involves.

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We publish when we have something worth your time — not on a content calendar. Next up: "MCP, A2A and AP2 explained for CTOs" and "The agent governance checklist compliance teams actually ask for."

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