The business problem
In every value stream, there are a few critical stages where timing determines whether orders are fulfilled, cash flows, and margin is protected.
When these stages become unstable:
➞ Backlogs form
➞ Costs rise
➞ Service levels drop
➞ People scramble to compensate
➞ Margin leaks silently
Traditional AI doesn’t fix this because it works at the task level, not at the control points where performance is created or lost