Grid forecasting program, the hidden dependency
Outage prediction reads green on metrics while an OT data feed is failing under it.
Open the live lab · preloaded to this scenario
Delivery Health and RAID Radar
Context
A grid forecasting program. Outage prediction reports green on its model metrics, but a SCADA/sensor (OT) data dependency is degrading, the model looks fine while its inputs quietly fail, making its real health red.
The decision
The steering call is on the dependency nobody watches: the outage workstream is green on model accuracy but red on an OT data feed, and the fix is upstream, not in the model.
What most miss
Everyone watches the model's accuracy; nobody watches the OT data pipeline feeding it. The hidden red is a dependency, and it surfaces as a model problem when it isn't one.
Stakes
An outage model running on stale OT data mis predicts exactly when the grid is stressed, a reliability and safety exposure.
Studied · Operating Model and Transformation Leadership Artifacts · verified 2026-07-03
Sources: Utility grid-forecasting delivery patterns; OT/IT data-dependency risk in AI programs