How a $6M HVAC Shop Doubled to $12M / The Move to Autonomous Dispatch

A mid-sized commercial mechanical contractor doubled annual revenue from six to twelve million in twelve months by fixing one bottleneck — bid turnaround — with Beam AI for takeoffs. Marcus breaks down what they did and why most operators are looking at the wrong constraint. Plus, the two-year shift from AI-assisted to AI-autonomous dispatch and what you need to do this year to be ready.