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

YouTube thumbnail with Scott Cornell, HDT Talks Trucking Logo, and the words, "Is Your Load Next?"
Safety & Complianceby Deborah LockridgeFebruary 20, 2026

The New Cargo Theft Playbook — And How Fleets Can Fight Back

Cargo theft has shifted from parking-lot break-ins to organized international schemes using double brokering, phishing, and even spoofing tracking signals. In this HDT Talks Trucking video podcast episode, cargo-theft investigator Scott Cornell explains what’s changed and what fleets need to do now.

Read More →
Daimler Truck North America Vice President David Carson
Fleet Managementby Jack RobertsFebruary 19, 2026

Capacity Overhang Begins to Clear, But Fleets Aren’t Ready to Spend 

Daimler Truck’s David Carson sees early signs of tightening capacity — yet buyers remain wary, extending trade cycles and resisting a pre-2027 emissions surge. 

Read More →
Map showing which states have bad freight bottlenecks
Fleet Managementby News/Media ReleaseFebruary 17, 2026

Chicago Interchange Overtakes Longstanding New Jersey Intersection as Worst Freight Bottleneck

The American Transportation Research Institute's annual analysis of truck speeds through congested interchanges yielded a new worst bottleneck this year.

Read More →
Ad Loading...
HDT Top 20 Products Award Logo
Fleet Managementby Deborah LockridgeFebruary 13, 2026

HDT Top 20 Products 2026: The New Tools, Technologies, and Ideas Shaping Trucking

From pricing intelligence and compliance tools to charging infrastructure, diagnostics, tires, and AI, HDT’s 2026 Top 20 Products recognize the new tools, technologies, and ideas heavy-duty trucking fleets are using to run their businesses.

Read More →
Geotab's Neil Cawse on stage during keynote at Geotab Connect 2026
Fleet Managementby Deborah LockridgeFebruary 12, 2026

Adapt or Die: Geotab’s Neil Cawse on AI’s Rapid Reinvention of Fleet Management

Artificial intelligence is evolving faster than fleets can keep up, and telematics must evolve with it, Cawse said during Geotab Connect. The future? A single AI coordinating every system — and leaders who know how to guide it.

Read More →
Illustration with question mark and graph illustrating uncertainty
Fleet Managementby StaffFebruary 12, 2026

After Three Years of Pressure, Motor Carriers and Brokers See Early Signs of a Turn

Survey data show carriers and brokers expect improving demand in 2026, even as rates lag and capital investment remains on hold.

Read More →
Ad Loading...
Photo of GO Focus Pro dashcam
Fleet Managementby News/Media ReleaseFebruary 11, 2026

Geotab Launches AI-Powered GO Focus Pro Dash Cam With 360-Degree Visibility

Geotab launches GO Focus Pro, an AI-powered 360-degree dash cam designed to reduce collisions, prevent fraud, and protect fleets from nuclear verdict risk.

Read More →
Knowledge Hub fleet intelligence system.
Fleet Managementby News/Media ReleaseFebruary 10, 2026

Augment Launches Freight-Native Knowledge Hub to Preserve Operational Know-How

Knowledge Hub is designed to turn scattered tribal knowledge into execution-ready intelligence and help logistics teams make faster, more consistent decisions.

Read More →
Avery Vise, FTR vice president of trucking.
Fleet Managementby News/Media ReleaseFebruary 10, 2026

FTR: Trucking Conditions Hit Four-Year High as Rates and Capacity Tighten

Improving freight rates and tighter capacity push FTR’s Trucking Conditions Index to its highest level in nearly four years.

Read More →
Ad Loading...
Quester fleet maintenance dashboard.
Fleet Managementby News/Media ReleaseFebruary 10, 2026

Questar Predictive Fleet Health Platform Now Available Through Geotab Marketplace

Quester’s AI-driven maintenance insights aim to help fleets reduce unplanned downtime, improve repair planning, and better understand the true cost of maintenance decisions.

Read More →