Transforming Unreliable Predictions into Action: A Proactive Approach

The UI showed ready, do_nothing, and a blank reason field. A facility manager reading that screen would assume the engine had looked at the peak window, checked the assets, and decided there was nothing worth doing. The interface looked calm. The audit trail looked complete. That was not true. The f