Revenue Leak — Logistics Brokerage

What this means for Logistics Brokerage

• Load matching is still mostly people on phones with load boards open — the brokerage talks about technology but the actual margin per load is created by a human reps' relationship with a specific carrier dispatcher.
• Carrier vetting is a recurring fraud surface — double-brokering, cargo theft, and identity fraud have escalated materially since 2022 and the standard MC-number-and-insurance-cert workflow doesn't catch the schemes that are actually being run.
• Freight cycle volatility is brutal — gross margin per load swings 3-5x between cycles and the operating model that worked at the top doesn't survive the bottom without serious cost discipline that nobody wants to talk about.

Where it pays to act

• AI-driven load-carrier matching — predictive carrier-fit scoring, lane-specific carrier preference learning, and automated load-tendering that augments the rep's relationship work rather than replacing it.
• Carrier vetting and fraud detection — multi-source identity verification, double-brokering pattern detection, and ongoing carrier behavior monitoring that catches the schemes the standard workflow misses.