Offer regional fleets a managed audit of their highest-friction stops and routes. The service combines driver-reported exceptions, delivery outcomes, map analysis, and targeted field verification to produce corrected coordinates, preferred entrances, access notes, approach directions, and route-quality findings in an importable format. Begin as a project-based service, then productize recurring exception intake, verification, and data delivery.

Last-mile operators are placing greater speed demands on drivers while still relying on imperfect consumer-grade mapping and closed driver applications. Recent reviews show that navigation defects continue to affect safety and on-time performance despite repeated driver feedback.