Evidence

Case Studies

Real deployments. Real hardware. Real results — with zero cloud dependency.

38% reduction in fuel costs across 22-vehicle fleet 2.1 fewer idle hours per technician per day

HVAC Fleet Route Optimization with Private AI — 38% Fuel Reduction

A regional HVAC fleet deployed on-premise AI for route optimization and dispatch scheduling, cutting fuel costs by 38% and idle time by 2.1 hours daily per technician — with zero cloud API calls.

Mid-Atlantic Climate Systems