Software
Fleet Dashboard
Vehicles, charge, swaps and pack health on one screen.

The Fleet Dashboard is the operational view of FluidTwin. It answers the questions a fleet manager asks at the start of a shift: which vehicles are ready, which packs are weak, and which route is about to lose a vehicle.
Packs are ranked by health and usage, so rotation is a decision rather than a guess. Swap history shows where the hardest duty cycles are landing.
Alerts are based on trend, not on a threshold trip. A pack that is drifting is visible days before it fails.
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