Does Being Data-Driven Remove the Human Element from Fleet Management?
Even though the increased emphasis on technology use in trucking could seem to skip over the human element, used right, it can do the opposite.

Fleets can use data to better understand drivers, spot trends in behavior, and even know when to ask a driver “What’s going on?”
Photo: Skelton
As fleets turn increasingly to the use of real-time data, telematics, and artificial intelligence to run their businesses more efficiently and safely, does all this focus on technology and data remove the human element?
In fact, if used properly, it can be the exact opposite, says Michael Lasko, vice president of safety for Boyle Transportation and sister company Skelton.
“When you have a driver who's normally outstanding, leading the fleet in every category, and then all of a sudden you see their numbers fall off a cliff, you call that driver and ask what’s going on.”
Often managers discover that a driver has a personal challenge of some sort – a sick child, a death in the family, health issues.
“We had a driver whose house was severely damaged by a tornado,” Lasko says. “This gentleman didn't tell anybody and wasn't looking for sympathy.”
But the data showed something was amiss, so Lasko’s team reached out to talk to the driver, and once they discovered the problem they were able to help.
“We want to make sure all of our professional drivers are successful. Part of that is getting to know each driver individually,” he says.
In larger fleets, that can be more difficult than in smaller fleets. But Lasko says having this data at your fingertips makes it easier to meet that challenge.
“I guarantee at the end of the day, your driver walks away feeling like they work for a company that cares and values them,” he says.
Responding to a Driver’s Needs
“I absolutely hate a cookie-cutter approach to a driver interaction,” Lasko says. “Drivers don't like it, either. And when I was a driver, I hated it.
“All this data enables us to have a more meaningful personal interaction with professional drivers about issues that they have.”
For instance, without this kind of data, fleets have been known to decide that because one driver had a backing accident, the whole fleet needs refresher training on backing. But the other drivers who don’t have any problems with their backing skills may not be too happy about having to take extra training.
“Now you can get very specific on training, and the coaching and the mentoring that you need to do with a professional driver, because of all this data,” Lasko says.
At Sun Logistics, which handles first- and last-mile freight for major less-than-truckload customers New York and Miami, the payback in becoming more data-driven has been measured not only in cutting waste, but also in employee morale.
“Our team’s morale went through the roof,” says COO Nathaniel Klein. “Now everyone is measured, and they know they’re being measured. They know what those results are and how they can affect it and how they’re part of the team and their purpose — and they’re incentivized on it. Every person here can make a bonus every single month.”
More Fleet Management

Why This Trucking Recovery Is Different
Freight demand remains sluggish, but rising costs and tougher enforcement have taken enough capacity out of the market to change the outlook for motor carriers.
Read More →
Platform Science Adds Dispatch and Safety Tools
Four additions to PS Fleet help fleets monitor loads, manage driver coaching, share truck locations and adjust video system settings.
Read More →
PrePass Intelligence Mines Fleet Bypass, Toll and Safety Data
PrePass Intelligence helps fleets measure bypass savings, flag potential toll overcharges, and spot suspicious transactions by combining data from separate systems.
Read More →
Motive Adds AI Agents for Fleet Operations
New tools automate follow-up on fleet data, from maintenance work orders to driver alerts, with two-way voice conversations planned for later this year.
Read More →Can You Beat Our Trucking Trivia Challenge?
Test your truck knowledge with 19 trivia questions from Heavy Duty Trucking Exchange. Can you keep up with the fleet pros?
Read More →
BeyondTrucks Adds Rules Checks to Dispatch
New Compatibility Engine checks driver qualifications, equipment requirements and fleet policies before loads are dispatched.
Read More →
Diesel Prices Hijack Trucking’s Worry List
ATRI’s annual survey finds cautious optimism about freight, but diesel costs, litigation, and insurance continue to squeeze fleets. Drivers have different priorities on several issues.
Read More →
Nomination Deadline Extended for HDT Emerging Leaders
Just a few more days to nominate accomplished trucking fleet professionals under 40 who are making an impact and helping lead the industry forward for the HDT Emerging Leaders award. Deadline extended to October 20!
Read More →
What Will ATA’s New Leader Bring to Trucking's Table?
Incoming President and CEO Mark Colson’s record in Alabama offers clues about his priorities and approach following Chris Spear’s abrupt departure as the head of the American Trucking Associations.
Read More →
Volvo, Waabi Start Commercial Autonomous Operations in Texas
Volvo VNL Autonomous trucks, powered by the Waabi Driver, are hauling freight directly to third-party facilities for a customer in Texas.
Read More →
