Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

Climbing the Data Mountain

Managing data is utterly essential to the successful maintenance of a truck fleet in 2016. That’s a given. But knowing it is one thing – doing it is quite another.

by Rolf Lockwood
September 16, 2016
Climbing the Data Mountain

Rolf Lockwood

3 min to read


Rolf Lockwood

Managing data is utterly essential to the successful maintenance of a truck fleet in  2016. That’s a given. But knowing it is one thing – doing it is quite another.

Ad Loading...

That was the issue tackled by a panel discussion I put together and moderated at the inaugural Canadian Fleet Maintenance Summit in Toronto recently. In a session entitled “The Electronics Revolution and Trucking of the Future,”  panelists spoke of ways that data can help address challenges. And the benefits of all that retrievable information aren’t limited to big outfits.

“Small fleets can behave as big ones if they embrace the tools that the dealers and the OEM have today,” said Skip Yeakel, principal engineer and government/industry/academia link at Volvo Trucks. He referred to his company’s Uptime Center and the way it diagnoses issues remotely as an example. It’s there for everyone.

Ad Loading...

Even though larger fleets have more resources to explore raw data, smaller operations can still look at single reports or receive alerts, added Larry Jordan, vice president of product management at Zonar Systems in California. These are the details that can help avoid breakdowns and delays.

“In a perfect world, I’d like to see a truck tell me what’s wrong with it,” said Kirk Altrichter, vice president fleet services for Ohio’s Kenan Advantage Group and former chairman of the American Trucking Associations’ Technology & Maintenance Council.

The biggest challenge is sifting through the reams of available data to find hidden info nuggets, he said. Gathering the data can be a problem, and there can certainly be too much of a good thing. Altrichter learned that the hard way after once asking to be alerted about any monitored fault codes.

“We ended up turning it off quite quickly,” he said. The goal instead is distinguishing between the codes that require immediate attention and those that can wait.

Yves Maurais, technical director, asset management, purchasing and conformity at Quebec’s Groupe Robert, stressed the need to set specific goals in data collection.

Ad Loading...

“Once you know what you’re looking for, it’s easy to get the correct tools,” he said.

Smaller fleets, said Maurais, might want to focus on the data linked to regulations.“Make sure you’re compliant,” he said. “The rest would be icing on the cake.”

Altrichter agreed. The secret to success on the data mountain is deciding where to aim your attention, he said.

“Everyone in this room can look at the same data and come back with something different,” he explained. “What needs attention? What’s actionable?”

He stressed the need to focus on three to five items and work on those until they’re resolved. Even he monitors reports from no more than four outside vendors a day.

Ad Loading...

One of his key points of focus is the money to be made from warranty recoveries. Part of the issue is understanding what the warranty actually covers. Does a “bumper-to-bumper” warranty cover oil changes or belts? For that matter, how long does it take to recover the payments, and are they being chased? Information on recalls and campaigns needs to be recorded and tracked, too.

Altrichter also recommended reviewing engine parameters regularly.

“I get refreshed every year because they make changes and they don’t tell you,” he said. “A supplier may think it’s no big deal, but tell that to the drivers who begin asking why they can’t idle when an auxiliary power unit is being used.”

Subscribe to Our Newsletter

More Fleet Management

Illustration of a chalkboard with a hand drawing an arrow curving away from a partially erased straight arrow with the words "Embracing Change," the Heavy Duty Trucking Logo and the "cover feature" graphic.
Fleet Managementby Deborah LockridgeAugust 1, 2026

How Innovative Trucking Leaders Turn Change Into an Advantage

As the pace of change accelerates in trucking, the fleets that adapt best have more than the latest technology. They have cultures that embrace improvement.

Read More →
Illustration of past due invoices with red X on top with background of a truck at a loading dock
Fleet ManagementJuly 27, 2026

Freight Broker Bonds Just Got Harder to Get. Here's What That Means for Your Fleet.

When it gets harder for a freight broker to prove they are financially sound, the ones who cannot clear that bar get pushed out of the market. And those are exactly the brokers who used to leave motor carriers holding the bag.

Read More →
Photo of cable bridge crossing Detroit River
Fleet Managementby Deborah LockridgeJuly 23, 2026

Long-Awaited Canadian Border Bridge to Open in Detroit

For trucking, the bridge opening should offer immediate improvements in efficiency and reliability, with new customs facilities, expanded inspection capacity, and direct freeway-to-freeway connections.

Read More →
Ad Loading...
Blue International heavy-duty truck with Aurora driverless truck software coming head-on on an interstate highway
Equipmentby Deborah LockridgeJuly 22, 2026

Aurora Rolls Out Next Generation of Driverless Trucks for Commercial Freight

Aurora's latest autonomous trucks it's rolling out with International feature lower-cost hardware designed for a million miles as the company expands commercial driverless freight operations across the U.S. Sun Belt.

Read More →
American Trucking Associations for-hire tonnage graph
Fleet Managementby Deborah LockridgeJuly 21, 2026

Freight Tonnage Down, Rates up, as Lower Capacity Powers Trucking Recovery

The recovery from the freight recession continues to be driven by reduction in capacity rather than by increased demand.

Read More →
Cyberstop column header depicting images of ChatGPT prompt on a smartphone and shadowy hooded figure
Fleet Managementby Ben WilkensJuly 17, 2026

Think Your Trucking Fleet Isn't Using Much AI? Think Again

Shadow AI — the use of unauthorized artificial intelligence tools at work — is becoming increasingly common, putting sensitive company data at risk. Learn how trucking fleets can protect sensitive data while embracing AI.

Read More →
Ad Loading...
Photo of semi trucks with Panther, ArcBest, and ABF trailers backed up to docks, with ArcBest logo superimposed on top
Fleet Managementby Deborah LockridgeJuly 17, 2026

ArcBest Consolidates Brands, Cuts Workforce

The company will bring three business units under the ArcBest brand, eliminate about 2% of positions, and expects the changes to generate $40 million in annual savings.

Read More →
Cover of ATRI operational costs study with graph clip art and photo of trucks on highway in the background
Fleet Managementby Deborah LockridgeJuly 15, 2026

Trucking Fleets Faced Record Operating Costs During Third Year of Freight Recession

ATRI's annual operational cost report shows carriers trimmed fleets, delayed equipment purchases, and ran older trucks as expenses continued to outpace freight rates.

Read More →
Micheline AI Assistant.

Michelin Adds AI Assistant to MyConnectedFleet Platform

Michelin’s new generative AI tool delivers instant fleet insights, helping managers analyze fuel use, tire maintenance, vehicle status, and operational performance without manually creating reports.

Read More →
Ad Loading...
LytxOne Platform.

LytxOne Platform Now Features AI, Compliance, and Asset Tracking Tools

New enhancements add AI-powered insights, asset tracking, compliance automation, and configurable privacy controls to Lytx's all-in-one fleet management platform.

Read More →