Scaling and Transferring Autonomy

A system that passed the audit and performed well in shadow mode is ready for exposure, not for full authority. The most common mistake at this stage is treating launch as a switch: off yesterday, fully autonomous today. Business processes, customers, and operations teams cannot absorb that without shock. Scaling an AI product is a sequence of controlled transfers. At each step, traffic grows or autonomy grows, but not both at once, and every step can be reversed.…