Solar panel owners often waste excess generation because their usage patterns don't align with production.
Develop a system that learns household routines and solar patterns, automatically shifting flexible loads to sunny periods.
Sell as a hardware+software package or premium subscription for existing smart home users.
Start with basic water heater and EV charging controls.
Competing against utility programs that offer similar features.