PrePass released AI Toll Insights, a machine-learning capability built into its PrePass INFORM Tolling analytics platform, a toll verification and cost-optimization solution that helps fleets manage toll spend and validate charges.

AI Toll Insights delivers richer, actionable intelligence to help carriers detect device mismatches, misuse and inefficiencies that can lead to unnecessary toll costs, according to the company.

With the addition of AI Toll Insights, fleets gain a deeper layer of intelligence that interprets toll activity at scale and provides clear signals about issues that traditional reporting and manual reviews can miss.

“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.”