Why Carrier Scoring Beats Relationship-Based Dispatch on High-Volume Lanes
The case against calling your favorite carrier first when the data shows they reject 40% of your spot tenders on that lane.
Freight routing, carrier management, and logistics technology — written by people who've actually dispatched loads.
The case against calling your favorite carrier first when the data shows they reject 40% of your spot tenders on that lane.
Load-to-truck ratios, 7-day trend lines, and why the "current rate" on DAT is always a few hours behind what's moving today.
BASIC percentiles for unsafe driving, HOS compliance, and vehicle maintenance tell a different story than a clean CSA score from two years ago.
A deep look at Chicago–Detroit, Chicago–St. Louis, and Indianapolis–Columbus lanes and why they consistently generate backhaul imbalances.
The SOAP API quirks, webhook reliability issues, and load status sync delays that trip up most third-party integrations with McLeod.
A data-driven analysis of how broker margin compression plays out differently on spot lanes versus contract commitments during a soft market.
Macropoint, Fourkites, and project44 all expose carrier location data — but the coverage, latency, and permission models differ significantly.
Mid-market brokers are feeling margin pressure at different rates depending on lane type, geography, and whether they're running spot or committed capacity programs.
RMIS and Carrier411 both flag lapses — but by the time the alert fires, you may have already tendered the load. The timing gap is where liability lives.
Preferred, standard, and backup carrier tiers are only useful if the classification criteria is based on objective performance data, not dispatcher familiarity.
FSC tables that haven't been updated since Q3 2023, invoice auditing gaps, and the mismatch between carrier FSC schedules and what you're billing shippers.
Missing pickup timestamps, inconsistent carrier IDs across loads, and incomplete accessorial records are the most common reasons ML models underperform in production.