AI Toll Insights Expands PrePass INFORM Tolling

New AI Toll Insights expands PrePass INFORM Tolling with machine-learning signals that surface mismatches, misuse, and inefficiencies—faster than manual reviews.

Toll costs are one of the most persistent—and least transparent—line items for carriers, especially as tolling grows more complex across expanding networks and pricing models. To help fleets turn toll data into decisions, PrePass has released AI Toll Insights, a machine-learning capability built into PrePass INFORM Tolling—its toll verification and cost-optimization analytics platform. PrePass INFORM Tolling already helps fleets validate toll charges and understand toll activity by combining vehicle GPS data, toll transactions, and agency rules to provide visibility into toll usage, support dispute workflows, and optimize toll operations.

“Toll costs can be one of the most persistent and unclear expenses for carriers,” said Chris Murray, President of PrePass. “Device mismatches, incorrect transponder assignments, and improper toll usage are difficult to spot without dedicated analytics. AI Toll Insights helps fleets quickly uncover these issues, take action to fix them, and make better decisions that improve toll spend and operating efficiency.”