A 100+ MW solar fleet doesn't lose money dramatically. It leaks, quietly and continuously, through curtailment and suboptimal storage dispatch. By the time finance notices, the quarter has already paid for the silence.
Our monitoring systems for solar IPP operations treat revenue protection as a first-class signal, not a weekly spreadsheet. Operators see curtailment patterns early. Storage decisions are grounded in actual grid behavior, not hopeful averages.
PREPA is not a template
PREPA constraints are some of the strictest in the world. Generic "AI energy dashboards" buckle because they were designed for a different regulatory weather. Domain-native systems encode those constraints instead of apologizing for them in a support ticket.
Predictive maintenance and leakage analytics aren't optional extras. They're how you keep committed capital honest.
BESS optimization only works when the model understands both physics and policy. Ignore either and you get beautiful charts that recommend actions the grid will reject, or worse, actions that quietly destroy value.
Revenue protection is an engineering problem with a P&L face. Build for the face finance recognizes, and the engineering stays funded.
