Your AI Agent Works in Dev. It Will Fail in Production. Here's the Math.

Your AI agent passes every test. It handles edge cases. You demo it to your team and everyone nods.

Then you deploy it. And it breaks.

Not a little. Catastrophically. The kind of break where you stare at logs for three hours wondering what went wrong, only to discover your RAG pipeline silently returned the wrong chunk 40% of the time.

You're not alone. RAND Corporation found that 80-90% of AI agent projects never reach production. That's twice the failure rate of non-AI IT projects. The gap isn't about talent. It's about math.

The 95% Illusion