Problem
Field-service routing is where fuel, time, and compliance costs meet. A badly ordered day burns hours per vehicle.
Who felt it
Field-service operations, the hypothesis being tested.
Intervention
Map optimization and routing experiments exploring better daily route ordering.
Role
Author.
Started
2025
Stack
TypeScript.
Constraints
Real routing constraints such as time windows, zones, and compliance exceed demo data. Closing that gap is the actual work.
Outcome
Public experiments released. Not deployed to live field operations; no measured savings.
Limitations
Demo-grade constraints; not validated against a real fleet or a real day.
Next step
Feed it real job data and measure a single route day before and after.
Evidence