How Worldwide Express automated freight exceptions with Amazon Bedrock

This article describes how Worldwide Express built a multi-agent AI solution with Amazon Bedrock to automate freight billing exception resolution in their transportation management system.

• Three specialized AI agents handle invoice matching, pricing variance, and accessorial charge validation
• Agents access carrier-specific knowledge bases and policies before making recommendations
• Solution deployed across 40+ LTL carriers, closing 10,000 exceptions weekly with less than 1% error rate
• Reduced active exceptions from $15M to $4M (75% reduction) and improved time-to-cash by four weeks
• Achieved $10M freed cash flow, $1M annual savings, and 60x first-year ROI in six months

The agentic AI framework combined with human-in-the-loop approval enabled Worldwide Express to move from assessment to production in under six months while maintaining financial controls.