Strong foundations (graphs + semantics) so the analysis stays correct as features grow. A friendly default layout so you can actually use it day-to-day without hunting through menus. Being fucking ...
You have field devices (BMS, inverter, thermostat, IO module, thermal pump) that expose valuable status and controls over MODBUS, but your automation stack cannot read them directly or consistently.
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