What predictive dispatching actually does
At its core, predictive dispatching software analyzes multiple variables simultaneously to assign the right tech to the right job:
- Location - which tech is closest to the job, accounting for current traffic, not just straight-line distance
- Skill match - does this tech have the certification or experience for this specific job type?
- Job history - has a tech serviced this customer before? Sending the same tech improves customer satisfaction and reduces diagnosis time
- Estimated job duration - will this tech finish their current job in time to make this booking?
- Parts availability - does the truck have what this job requires?
What it replaces
Manual dispatching by a coordinator who is juggling phone calls, a whiteboard, and a GPS map. That coordinator typically has 3-5 seconds to make each dispatch decision under pressure, with incomplete information. A predictive system has all the data, no phone ringing in the background, and no emotional fatigue at 4 PM.
The numbers
Companies running predictive dispatching typically see:
- 15-25% reduction in total drive time across the fleet
- 10-20% increase in jobs completed per truck per day
- Reduced callback rates when the right tech is matched to the right job
- Lower overtime costs from better end-of-day job sequencing
Is it right for your operation?
Predictive dispatching delivers the most value for operations with 5+ trucks running concurrent jobs across a meaningful service area. Under 5 trucks, a skilled dispatcher with good software can match most of the value. Over 5 trucks, the cognitive load becomes the bottleneck - and that is where predictive routing pays for itself quickly.