AI Has Outgrown the Chat Window. Now Comes the Hard Part.

Somewhere between the demo and the deployment, AI stopped being a product and became a problem to solve. Not a crisis — a maintenance problem. The kind that arrives quietly, as a failed dependency, a model that runs fine until it doesn't, a workflow that breaks at step four of seven, a GPU bill that arrives before the automation pays for itself.