Planning systems assume stability. Real operations spend their day on exceptions that the plan never modelled.
We instrument the exception path: detect early, propose the response, and let operators approve rather than reconstruct.
Deviations surfaced before they cascade.
Options ranked with their trade-offs stated.
One surface for the current state and pending decisions.
Every exception recorded for pattern analysis.
Signals streamed from operational systems.
Deviation from plan identified with severity.
Response options generated with impact estimates.
Operator approves, adjusts, or overrides.
Chosen responses inform future proposals.
Problems addressed while options remain.
The same trade-offs weighed the same way.
Responses captured instead of lost with staff turnover.
