A fraud ring activates at 11 PM. Your detection model starts missing transactions it would have caught three months ago. By Wednesday morning, your monitoring dashboard is red. The challenger model is ready; it was trained last week, sitting in staging, waiting for the green light.It will not deploy until Friday.