Draylo blog
Carrier vetting, fraud & broker liability
Plain-English guides for freight brokers on how to check carriers, spot double-brokering, and keep a defensible record — from the team building carrier-vetting software.
Carrier fraud
- Carrier fraudAug 16, 2026
We Built AI Risk Analysis for Carrier Email. Our First Version Flagged a Normal Booking Message.
An AI risk check that fires on ordinary carrier email is worse than none at all. What broke, why the fix was about teaching the model to stay silent, and what we measured.
Carrier fraudJul 17, 2026Anatomy of a Double-Brokering Attempt: How a "Clean" Carrier Steals a Load
A modern double-brokering scam passes the obvious checks — active authority, a real MC, a professional packet. Here's how the attack actually works, step by step, and the checks that catch it.
Carrier fraudJul 10, 2026Cargo Theft and Carrier Fraud in 2025: What the Data Shows
Cargo-theft losses hit an estimated $725 million in 2025 — up 60% — even as incident counts stayed flat. Here's what changed, and how the fraud actually works.