The specific problems a pharmaceutical site faces — each handled by an engine your plan actually includes, not a heuristic.
A saved dollar is never worth a lost batch or a broken cold chain. PHALANX is tuned so a missed peak costs far more than an unnecessary hold, and the process-continuity reserve stays intact throughout the shave window. Asymmetric peak cost with the continuity reserve as a hard constraint, on your own load.
HVAC for classified spaces, chillers, compressors and process equipment create a high, tightly-controlled load with sharp coincident peaks. PHALANX forecasts the peak as a range and shaves it in a short window while holding the reserve. Distributional peak forecasting validated on 12 months of your interval data.
Industrial pharma tariffs stack demand tiers, ratchet clauses and seasonal rates that interact across the year. TARSIS optimizes the whole bill at once, not one line of it. Ratchet, tiers and time-of-use as one mixed-integer optimization across 200+ structures.
In a validated environment every action must be defensible. Before you act on any schedule, it's checked against thousands of what-if days, and any plan that risks the continuity floor is rejected for a safer one — with the reasoning traced end to end. Scenario pre-validation inside PHALANX with a full decision trail, on your own load.