The specific problems this business faces — each handled by an engine your plan actually includes, not a heuristic.
With no cost recovery, the schedule is the P&L. HELIOS forecasts prices as a range rather than a single guess, and STRIX tests the plan against thousands of what-if days before you commit a megawatt-hour. Calibrated forecast ranges plus Monte-Carlo bad-/likely-/good-case bounds (P10/P50/P90).
Reserve markets pay well but need constant bidding. CONSUL bids for you around the clock, treating reserves and spot as one battery. Two-stage stochastic co-optimization across services, priced off SYNDEX's market-impact model.
At fleet scale, your bids move the market against you. SYNDEX sizes each bid big enough to earn but not so big it erodes the price you get. Kyle-λ market-impact model inferred from your price history — no exchange-level data required.
One forecast miss can wipe out a month. FENRIR plans dispatch that still holds up on the bad day; STRIX shows how bad the rare bad day gets so you can size the risk. Worst-case (minimax) dispatch plus importance-sampled downside — on your own data.