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“We started 1450 to ship software that works. Forward deployment is how we do it for the region’s most important organisations: in the room, on your systems, accountable for the result.”
One system now decides when the port runs on grid, solar or battery.
The port’s energy came from three places that never talked to each other: the grid, its own solar panels and a battery. Each ran on fixed rules, so the port bought grid power at peak prices while solar and stored energy went unused.
We brought four sources into one system: electricity meter readings, luminosity, weather data and the geo data of the port’s solar panels. From them, it controls which source the port uses and when.
An energy specialist audited the meters and tariffs on site, and set the rules no model may override: which operations can never lose power, and how much charge the battery must always hold.
Agents built the pipelines for all four data sources, tested the switching logic against a year of the port’s own readings, and now run the forecasts behind every switch. First data to live control took ten weeks.
The port’s facilities team runs the system and can override any decision. Instead of scheduling energy, they review what the system decided and why.
