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?

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

Photo of Jim Mullen
Fleet Managementby News/Media ReleaseFebruary 9, 2026

Truckload Carriers Association Names Jim Mullen President

Mullen has trucking experience with government, associations, trucking companies and suppliers.

Read More →
Illustration of football stadium with bar graph and freight on dock
Fleet Managementby StaffFebruary 5, 2026

Trucking the Super Bowl: How Super Bowl LX Impacted Freight Volumes

Super Bowl LX drove a spike in trucking freight volumes into San Jose. New data shows which equipment types benefited most.

Read More →
Cyberstop column header depicting images related to threats, AI, and a locked cargo container
Fleet Managementby Ben WilkensFebruary 4, 2026

How Cybercrime Is Reshaping Cargo Theft and Fleet Risk in 2026

Artificial intelligence is changing how cybercriminals and cargo thieves target trucking fleets—and how fleets defend themselves. As phishing, impersonation, and cargo theft converge, cybersecurity is becoming a core part of fleet safety and operations.

Read More →
Ad Loading...
Fleetworthy Toll360 toll management system.
Fleet Managementby News/Media ReleaseFebruary 4, 2026

Fleetworthy's AI-powered Toll360 Gives Fleets Real-Time Toll Visibility and Automated Dispute Handling

Fleetworthy's new Bestpass Toll360 add-on uses route data and AI to predict toll charges, reconcile invoices, and automatically file eligible disputes—helping fleets cut manual work and recover overpayments.

Read More →
2026 Mack Anthem rolls off the assembly line
Fleet Managementby News/Media ReleaseFebruary 3, 2026

Mack Financial Services Launches Physical Damage Insurance For All Makes

Mack Financial Services has introduced the Rolling Asset Program, offering physical damage insurance for all makes and models within a customer's fleet.

Read More →
Illustration of phishing email with trucks in background
Fleet Managementby News/Media ReleaseFebruary 3, 2026

New Phishing Scheme Targets Motor Carriers, FMCSA Warns

Beware of a new phishing scheme targeting motor carriers. Scammers are sending emails posing as FMCSA or DOT officials to steal data.

Read More →
Ad Loading...
Daimler-Class8 partnership.
Fleet Managementby News/Media ReleaseFebruary 2, 2026

DTNA Partners with Class8 to Expand Digital Services for Freightliner Owner-Operators

A new partnership brings free wireless ELD service plus load optimization and dispatch planning tools to fourth- and fifth-generation Freightliner Cascadia customers, with broader model availability planned through 2026.

Read More →
SponsoredFebruary 1, 2026

Reducing Fleet Downtime with Advanced Diagnostics

This white paper examines how advanced commercial vehicle diagnostics can significantly reduce fleet downtime as heavy duty vehicles become more complex. It shows how Autel’s CV diagnostic tools enable in-house troubleshooting, preventive maintenance, and faster repairs, helping fleets cut emissions-related downtime, reduce dealer dependence, and improve overall vehicle uptime and operating costs.

Read More →
SponsoredFebruary 1, 2026

Stop Watching Footage, Start Driving Results

6 intelligent dashcam tactics to improve safety and boost ROI

Read More →
Ad Loading...
M&A illustration with Werner and FirstFleet logos
Fleet Managementby Deborah LockridgeJanuary 29, 2026

Werner Expands Dedicated Fleet Nearly 50% With FirstFleet Acquisition

The $283 million acquisition of FirstFleet makes Werner the fifth-largest dedicated carrier and pushes more than half of its revenue into contract freight.

Read More →