95% of enterprise AI pilots never reach production. Here’s how to be in the 5%. The tools that make AI fast were never built for enterprise governance. The tools that have governance weren’t built for AI. This guide maps every major platform category, shows you where each one breaks down at scale, and gives you the evaluation framework to make a decision you won’t regret in 18 months.