Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

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.

Deborah Lockridge
Deborah LockridgeEditor and Associate Publisher
Read Deborah's Posts
December 20, 2023
Does Being Data-Driven Remove the Human Element from Fleet Management?

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

3 min to read


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?

Ad Loading...

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.”

Ad Loading...

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.

Ad Loading...

“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.

Ad Loading...

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.”

Subscribe to Our Newsletter

More Fleet Management

Container ship at the Port of Long Beach.

July Imports Poised to Set Container Record

The National Retail Federation projects July container imports will surpass the pandemic-era record as shippers frontload freight ahead of expected August tariff increases.

Read More →
Nine headshots of men and women with Truck Fleet Innovators logo and the word "Finalists"
Fleet Managementby Deborah LockridgeJuly 10, 2026

HDT Announces 2026 Truck Fleet Innovator Finalists

From AI and fleet electrification to safety, operations, and leadership, these HDT Truck Fleet Innovator finalists are changing how trucking gets done.

Read More →
DAT trucking conditions June 2026.

Van Spot Rates Top Contract Rates for First Time Since 2022

There’s more good economic news for the North American trucking industry according to the latest Truckload Volume Index report from DAT.

Read More →
Ad Loading...
Carrier Transicold Fleet Refresh program.

Carrier Transicold Extends Refrigerated Trailer Life

Fleet Refresh enables refrigerated fleets to replace aging transport refrigeration units instead of entire trailers, while adding Lynx Fleet telematics and BluEdge service coverage.

Read More →
FTR TCI May 2026.

FTR Says Freight Rates Surged in May

FTR's Trucking Conditions Index surged to a record high in May, the analytics firm reports.

Read More →
Panel discussion

Meet HDT's Truck Fleet Innovators at Heavy Duty Trucking Exchange

Heavy Duty Trucking Exchange brings fleet managers and suppliers together for the deeper conversations that lead to ideas, partnerships, and solutions. Time is running out to apply for HDTX, September 23-25.

Read More →
Ad Loading...
thermo king heavy duty trucking
SponsoredJuly 1, 2026

Enhance Fleet Performance with High-Efficiency Auxiliary Power Units

Drive sustainable cost savings while increasing driver comfort during short- and long-haul logistics operations.

Read More →
Cover of a Dayton Parts guide titled "Strategic Parts Purchasing: A Process Checklist." The cover highlights "5 Steps to Revamp Parts Procurement, Cut Costs and Increase Uptime" and features a warehouse aisle with shelving full of automotive parts, where a worker is organizing heavy-duty suspension components on a pallet.
SponsoredJune 30, 2026

Is Your Parts Procurement Process Reactive or Proactive?

Ready to revamp your parts procurement process? Learn how now with “Strategic Parts Purchasing: A Process Checklist”

Read More →
Fleet Managementby StaffJune 24, 2026

What Trucking Events are Happening in 2026?

Looking for trucking-related conventions, expos, and other events? Heavy Duty Trucking has developed this list of national and larger regional trucking shows and events.

Read More →
Ad Loading...
LIne graph showing spot rates and driver availability over time
Fleet Managementby Deborah LockridgeJune 22, 2026

Truckload Rates Keep Rising as Tight Capacity Fuels Freight Market Recovery

Spot and contract rates continued climbing in May and June, not because freight demand is surging, but because fewer trucks and drivers are available.

Read More →