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.

Ad Loading...

“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.

Ad Loading...

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.

Ad Loading...

“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.”

Subscribe to Our Newsletter

More Fleet Management

FTR market report for February 2026.
Fleet Managementby News/Media ReleaseApril 10, 2026

FTR Trucking Conditions Index Hits Four-Year High in February

Strong freight rates push TCI to 10.2, but FTR expects fuel-price volatility to skew March results.

Read More →
C.H. Robinson intermodal.

C.H. Robinson Offers Carriers Relief as Diesel Prices Surge

C.H. Robinson is waiving fees on fuel cards and cash advances for April and May, aiming to help carriers offset rising diesel costs tied to geopolitical instability.

Read More →
Fleet Managementby StaffApril 8, 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...
Peter Voorhoeve, president, Volvo Trucks North America.
Fleet Managementby Jack RobertsApril 6, 2026

Volvo’s Quiet Confidence Turns into a Full-Throated Bet on the Future

After years of steady, methodical progress, Peter Voorhoeve says the OEM’s latest lineup isn’t just evolutionary. It’s delivering real, measurable gains for fleets right now.

Read More →
Beyond Trucks Rate Agent TMS.
Fleet Managementby Jack RobertsApril 2, 2026

BeyondTrucks Targets Rate Complexity with New AI RateAgents

BeyondTrucks says its new RateAgents can turn plain-language rate logic into working code, starting with fuel surcharges — a critical but notoriously complex piece of carrier revenue.

Read More →
Magnus Koeck, vice president of strategy, marketing, and brand management, Volvo Trucks North America
Fleet Managementby Jack RobertsApril 2, 2026

Volvo Sees Market ‘Tipping Point’ as New VNL Orders Surge

Soft freight conditions persist, but aging fleets, strong order intake, and new-product momentum signal a more optimistic second half of 2026, Volvo Trucks North America says.

Read More →
Ad Loading...
Illustration of a semi-trailer with a sports playbook diagram on chalkboard
Fleet Managementby Deborah LockridgeApril 1, 2026

Cargo Theft’s New Playbook: Strategic Fraud, Double Brokering, and Cybercrime Hit Trucking

Cargo theft is evolving from regional smash-and-grab operations to sophisticated fraud schemes. Strategic theft now accounts for roughly a third of cargo crime, with incidents rising sharply in recent years. Here’s how the schemes work — and what fleets can do to protect themselves.

Read More →
Collage of Top 20 Product award ceremonies
EquipmentMarch 31, 2026

HDT Honors the Best New Products of 2025 at TMC [Photos]

Heavy Duty Trucking's Top 20 Products awards recognize the best new products and technologies. Check out the award presentations at the 2026 Technology & Maintenance Council annual meeting.

Read More →
freightliner whitepaper
SponsoredMarch 31, 2026

Detroit Engines: Trusted Performance, Built for What's Next

The Detroit® Gen 6 engine platform proves that real progress doesn’t require a complete redesign. Built on 20 years of trusted technology, these engines are designed for efficiency, stronger performance, and greater reliability than before. And they do it all while complying with 2027 EPA standards on every mile.

Read More →
Ad Loading...
Q&A graphic with Erik Neandross headshot
Fleet Managementby Deborah LockridgeMarch 27, 2026

Q&A: What's Real in Advanced Truck Tech? ACT Expo's Erik Neandross Weighs In

The 2026 ACT Expo is focusing heavily on what organizer Erik Neandross calls trucking's digital frontier. This interview excerpt dives into artificial intelligence, zero-emission vehicles, and tips to make sense of it all.

Read More →