The specific problems this business faces — each handled by an engine your plan actually includes, not a heuristic.
Keeping the lights on is the mandate; savings come after. FENRIR plans dispatch that survives the bad day, and STRIX stress-tests it against thousands of what-if days before it runs. Worst-case dispatch plus Monte-Carlo validation.
A regulator will ask why a unit dispatched the way it did. KAIROS traces each decision to the cause that actually drove it, and Chai explains it in plain language. Causal-graph attribution, logged per decision.
Energy and reserve obligations compete for the same battery. CONSUL schedules them together as one problem instead of two fighting controllers. Two-stage stochastic co-optimization, priced off SYNDEX's impact model.