Transportation leaders are under more pressure than ever to reduce costs, manage risk, and make faster decisions with less margin for error. And yet, many of the metrics and assumptions guiding those decisions are built on shaky ground.
That's the conversation Matt Everson, SVP, Sales & Marketing at IntelliTrans, brought to FreightWaves' WHAT THE TRUCK ?!? podcast. Across four clips, he laid out a clear-eyed view of what's actually driving freight costs, how data should (and shouldn't) be used, and where transportation management is headed. If you missed the episode, here's what we think every transportation professional should hear.
One of the most persistent blind spots in freight management is the cost-per-pound metric. It feels like a clean, objective measure. But according to Everson, it only tells part of the story.
"Total cost of ownership," he explained on the show, is what leaders should actually be evaluating. When a shipper selects a carrier based on rate alone, they often inherit a different kind of cost: missed pickups, operational fire drills, extra work for their team, and the downstream disruption that ripples through a facility when freight doesn't move as planned.
"Cheaper isn't always better," Everson said plainly.
This matters especially in bulk and break-bulk operations, where specialized equipment, tight production schedules, and constrained carrier capacity mean that a single unreliable carrier can cascade into a much larger operational problem. The cost of vetting carriers properly — evaluating pickup reliability, transit times, and track record — is almost always lower than the cost of recovering from a poor selection.
The takeaway for transportation leaders: if your carrier evaluation stops at the rate sheet, you are leaving real money on the table, just not where you expect to find it.
There's a common assumption in the TMS space that real-time tracking and shipment visibility are the primary value of a transportation management system. Everson pushed back on this directly.
"Not every TMS is created equally, and the mode that's being shipped on the TMS really matters," he said. For truck specifically, tracking and visibility "takes a backseat to the tendering and the documentation of your carriers."
His point is direct: your dollars and cents come down to the management of your carriers. The financial center of gravity in a TMS is not the dashboard. It is the quality of carrier relationships, the discipline of contract management, and the rigor of how loads are tendered and documented.
This is a distinction that matters enormously for directors and VPs who are evaluating TMS solutions. A platform that looks impressive on a visibility demo but lacks depth in carrier management workflows is not optimized for the operational and financial outcomes that matter most. The question to ask in any TMS evaluation is not just "can I see where my freight is?" but "how does this platform help me manage my carrier relationships and protect my freight spend?"
As AI becomes a more prominent part of the TMS conversation, data quality has become a critical differentiator. Everson addressed this head-on when asked about the risks of relying on data to drive decisions.
"Data is a truth teller in many ways," he said. "It depends on how you consume the data."
The key insight here is about data provenance. Large language models and AI systems reflect the inputs they receive. Public AI tools trained on broad datasets can produce outputs that look authoritative but lack the operational specificity that freight professionals need. The same is true of any analytics platform: if the underlying data is incomplete, inconsistent, or contaminated by outside interference, the outputs will mislead rather than inform.
For IntelliTrans, the approach is built around controlled, monitored data. "We have our own data," Everson explained, "the data that we've controlled, monitored, and maximized." When the source is clean and governed, the insights that follow are actually trustworthy.
This is particularly relevant for bulk shippers, where data inaccuracies around fleet utilization, dwell time, or carrier performance can lead to decisions that quietly erode margins. The value of a TMS is not just in what it shows you — it is in whether you can trust what it shows you.
Perhaps the most forward-looking part of the conversation centered on where transportation management technology is headed. The idea of a single TMS that solves every problem for every shipper, Everson suggested, has faded.
"I think that's gone away. That's shifted, especially with the use of AI," he said. "You can pull in data source from A, B, C, D, E, F, G, and then overlay it to build this agentic automation to really start understanding a little bit more about operations."
Agentic automation refers to AI systems that don't just surface data, but actively reason across multiple data sources to support operational decisions. Rather than a single monolithic platform, the future looks more like an intelligent layer that orchestrates inputs from multiple specialized sources, each contributing its own "intel" from a governed silo, with an AI agent making sense of the whole.
This is a meaningful shift in how transportation leaders should think about their technology stack. The question is no longer "which TMS does everything?" but "how well does our TMS integrate with the right data sources, and how intelligently does it help us act on what it knows?"
Tribal knowledge still matters here. As the WHAT THE TRUCK ?!? host observed, even the most sophisticated AI needs expert context to interpret what the data is telling you. That combination — clean data, intelligent automation, and human expertise — is where the real operational advantage lives.
The themes from Matt's conversation on WHAT THE TRUCK ?!? aren't abstract. They connect directly to the decisions transportation directors and VPs are making right now: which carriers to partner with, how to evaluate a TMS, how much to trust their data, and how to position their operations for what's coming next.
A few questions worth sitting with:
These aren't hypothetical. They're the conversations transportation leaders are having right now, and they're exactly what Matt Everson came to WHAT THE TRUCK ?!? to discuss.
Matt Everson's appearance on FreightWaves' WHAT THE TRUCK ?!? covers these topics and more with the kind of operational depth that only comes from decades of experience in bulk freight. If you haven't heard it yet, it's worth your time.
Matt Everson is a transportation management leader at IntelliTrans. This post is based on his appearance on FreightWaves' WHAT THE TRUCK ?!? podcast.
