#lessons learned

Why Most Enterprise AI Projects Die in Production (And the 5 Patterns That Actually Survive)

I've deployed AI systems to 10,000+ enterprise users across healthcare, logistics, and financial services. The projects that failed didn't fail because of the model. They failed because of decisions made before the first line of model code was written.