Fleety's AI dispatcher makes 92% of job assignments at one plumbing shop

A plumbing shop with 30 technicians has one dispatcher. That dispatcher knows which technician won't drive to San Francisco, which fits crawl spaces, and which fixes tankless heaters.

Fleety is an AI dispatcher that replaces that job. The startup launched on Y Combinator's Launch page as part of its Fall 2026 batch. Fleety says it handles about 92% of job assignments at Albert Nahman Plumbing, Heating & Cooling. One dispatcher at that shop now runs 30 technicians. Fleety says the saving is about $60K a year in overhead.

The job Fleety does

Dispatch in a trades shop is a long list of small facts about people. Fleety's own launch page gives examples. Some technicians won't drive into certain areas. Some don't fit crawl spaces. Only a few can fix a tankless water heater. When a job cancels or a tech runs late, the schedule changes for the rest of the day.

Fleety plugs into ServiceTitan, a dispatch and billing system used in the trades. It checks and fills in job details before dispatch, so each job is tagged correctly. Then it picks the technician based on skills, location, availability, and close rate. When the day changes, Fleety rebuilds the schedule on the same ServiceTitan board.

The facts a dispatcher usually remembers

Dispatch software has existed for years. ServiceTitan itself has routing tools. Fleety says its model knows the smaller facts a dispatcher usually remembers. Which technician is good at closing a tankless sale, which refuses an area, which has the parts in the van. Fleety says those facts decide whether the right tech reaches the right job.

Fleety says a shop's best technician can bring in $500K more a year than an average one. That figure is from Fleety and is not independently checked. Fleety says dispatch is how a shop uses that gap.

The one named customer

Fleety names one shop. Albert Nahman Plumbing, Heating & Cooling. Fleety says it makes about 92% of job assignments there. One dispatcher runs 30-plus technicians. The general manager and the operations manager no longer work on dispatch. Fleety puts the overhead saving at about $60K a year. All of those numbers are Fleety's own.

A second named customer is Panther Services Group. Alex Nelson, operations manager at Panther, appears in a video testimonial on the launch page. Fleety does not say how much of Panther's dispatch it handles.

A reader who runs a trades shop now has a specific example. A job that needed a person at one named shop no longer does there. The open question is how often Fleety does better than ServiceTitan's own routing by enough to pay for both.

Source

Fleety's own launch page on Y Combinator and the Fleety company site.