Q: What is data-driven decision-making in freight forwarding?
It’s the process of using centralized, structured data and AI insights to drive procurement, pricing, and quoting decisions across global teams.
Q: Why is it difficult for freight forwarders to become data-driven?
Because most use legacy TMS systems and Excel workarounds that trap information in silos, making collaboration and transparency difficult.
Q: What is decision intelligence in logistics?
Decision intelligence connects data, people, and AI systems to continuously learn from transactions—transforming experience into scalable foresight.
Q: How does AI improve freight pricing and procurement?
AI learns from historical contracts, quotes, and bookings to suggest optimal pricing, detect anomalies, and improve margin consistency.
Summary
Tag 1
Education
May 14, 2026
The Right Answer to Carrier Rate Sheet Processing
Every solution in the market starts with a fixed approach and asks the rate sheet to conform to it. The automation tool works when the carrier format matches its rules. The AI platform works when the data is clean and structured. The EDI network works when the carrier has joined.
Why AI Alone Can't Process Real Carrier Rate Files
A carrier sends a new tariff. It's a 700-page PDF. Somewhere in it, an old rate got crossed out and replaced, and both versions are still sitting in the file with nothing marking which one is current.
Six months ago, every analyst agreed: overcapacity was building, demand was softening, rates were heading down. That picture was accurate. It is now incomplete.
Since February 28, the Strait of Hormuz has been effectively closed. As of May 20, Straits.live recorded 2 vessel transits against a pre-crisis baseline of 95 per day.
Every solution in the market starts with a fixed approach and asks the rate sheet to conform to it. The automation tool works when the carrier format matches its rules. The AI platform works when the data is clean and structured. The EDI network works when the carrier has joined.
Every solution in the market starts with a fixed approach and asks the rate sheet to conform to it. The automation tool works when the carrier format matches its rules. The AI platform works when the data is clean and structured. The EDI network works when the carrier has joined.
Why AI Alone Can't Process Real Carrier Rate Files
A carrier sends a new tariff. It's a 700-page PDF. Somewhere in it, an old rate got crossed out and replaced, and both versions are still sitting in the file with nothing marking which one is current.
Six months ago, every analyst agreed: overcapacity was building, demand was softening, rates were heading down. That picture was accurate. It is now incomplete.
Since February 28, the Strait of Hormuz has been effectively closed. As of May 20, Straits.live recorded 2 vessel transits against a pre-crisis baseline of 95 per day.
Every solution in the market starts with a fixed approach and asks the rate sheet to conform to it. The automation tool works when the carrier format matches its rules. The AI platform works when the data is clean and structured. The EDI network works when the carrier has joined.
