Worldwide Express, a logistics provider with $5 billion in revenue and over 130,000 customers, encountered significant issues with freight billing exceptions. Approximately 14% of less-than-truckload (LTL) invoices failed the standard three-way match, leading to $15 million in frozen cash flow each month. These exceptions required manual resolution, involving communication with carriers and customers, which was time-consuming and costly.
Exceptions typically fell into three categories: line-item mismatches (discrepancies in quantities or service codes), pricing variances (carrier rates differing from contracted prices), and unexpected accessorial charges (fees like liftgate or residential surcharges not on the original quote). Each type necessitated a manual five-step process for identification, research, dispute, response waiting, and resolution.
In collaboration with AWS and LTM, Worldwide Express developed a multi-agent AI solution utilizing Amazon Bedrock. This system integrates directly with their transportation management system, SpeedShip, to automate the exception handling process. The AI interprets carrier policies and compares complex data points to resolve disputes.
Within six months of deployment, the AI solution delivered significant results. Worldwide Express reported a 75% reduction in active exceptions, a four-week improvement in their time-to-cash cycle, and $1 million in annual operational savings. The company also realized a one-time $10 million infusion of free cash flow due to faster resolution of outstanding issues.
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Worldwide Express implemented a multi-agent AI solution using Amazon Bedrock to automate freight billing exception handling within its transportation management system. This automation led to a 75% reduction in active exceptions, a four-week improvement in time-to-cash, and $1 million in annual savings.