Clean Data, Achievable Goals Keys to Avoiding Information Overload
MISSISSAUGA, ON – Kirk Altrichter, vice president of maintenance for Nebraska-based Crete Carrier, says the ability to gather maintenance data in real time is nothing short of amazing. But what do you do with it? Second in our series from the Canadian Fleet Maintenance Summit on the role of data in modern maintenance operations.
MISSISSAUGA, ON – Kirk Altrichter, vice president of maintenance for Nebraska-based Crete Carrier, says the ability to gather maintenance data in real time is nothing short of amazing.
The secret, he said during a keynote address on "How to Avoid Information Paralysis" at the inaugural Canadian Fleet Maintenance Summit this week, is to decide where to focus your attention.
“Everyone in this room can look at the same data and come back with something different,” he explained, referring to how the reports can guide everything from purchasing decisions to maintenance activities. “What needs attention? And what is important to you? And what is 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.
But while fleet management software is a powerful tool, there are plenty of questions to be asked along the way.
Consider warranty recoveries as one example. 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 need to be recorded and tracked, too.
Altrichter also recommends reviewing engine parameters every year. “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. Parameters also have a role to play when reviewing vehicle specs.
Different branches of the same business may even be gathering data in different ways, making the reports different to compare. Accounting teams, for example, might use a fixed asset management system that doesn’t sync up exactly with the software used by maintenance teams.
It shouldn’t be surprising; after all, the industry hasn’t been able come up with a standard definition for cost per mile, Altrichter said. Even standard repair times are not common. Some shops will tack 30% onto those. And third-party shops will have software of their own, each with different packages to review.
Tire programs offer another example. There are plenty of details to track around what is the third-highest cost for many fleets, but secrets can be hiding in the details. Teams analyzing scrap tires might be recording DOT codes into their reports, but these are used across entire batches of tires. It is why he is hoping for further advances in RFID and bar codes to track casings from cradle to grave.
It is not the only way that automated data entry can be valuable. Many mistakes emerge when re-keying details on an invoice, he said, referring to the way the wrong keystroke can change a Vehicle Maintenance Reporting Standard code.
Then there is the issue of looking for chronic repair challenges. “What is a chronic repair? What’s an emerging issue, and how well do we identify those early on?” he asked.
As important as the data is, fleets also need to take care when choosing maintenance software, he said. The systems should meet immediate and stretch goals alike. “Is it scalable?” he asked. For that matter, attention needs to be paid to the details which feed it. “How clean is your data, and how much time do you want to spend cleansing it?
“Far too often, I start working with data and find the underlying details don’t really support the end conclusion.”
There are also choices to be made with the hardware. Handheld units are great for running through checklists, but desktop computers on a shop floor can be a better choice when looking to type in stories. (“I’m not a big one for trying to type one on the phone.”) Tablets are cheap, but they can have security issues. “What’s going to most benefit the folks on the floor?”
As interesting as the data can be, he cautioned against information overload. Check to see what reports are actually being reviewed and if they are needed.
“I don’t need any more emails,” he said. “I think we should limit the number of emails that any individual can send in a given day.”
More Fleet Management

What the U.S.-Canada Trade War Means for Trucking
Escalating U.S.-Canada tariffs could disrupt cross-border freight, reduce truck volumes, raise costs, and create new uncertainty for carriers on both sides of the border.
Read More →
What Are Trucking’s Top Concerns for 2026?
The American Transportation Research Institute wants to know what's worrying trucking fleet managers, drivers, and other stakeholders in its annual Industry Issues survey.
Read More →
American Trucking Associations Looks for a New Leader
ATA President and CEO Chris Spear abruptly left his job at the association on August 21, at a pivotal time for the trucking industry.
Read More →
Public Wi-Fi Cybersecurity Risks: How Truck Drivers and Fleets Can Protect Their Data
Public Wi-Fi can expose truck drivers and fleets to credential theft, malware, and other cyber threats. Here’s how to reduce the risk on the road.
Read More →
For Nicky Cupp, Fleet Innovation Starts With Frustration
HDT Truck Fleet Innovator Nicky Cupp turns everyday pain points at Fraley & Schilling into opportunities for better technology and smarter processes.
Read More →
Adam Buttgenbach’s Approach to Electric Trucks: Start With Where They Fit
HDT Truck Fleet Innovator Adam Buttgenbach helped PepsiCo build one of North America’s largest EV fleets by focusing on where electric trucks make operational sense.
Read More →
Deen Albert: Let Automation Do the Math, People Make the Decisions
HDT Truck Fleet Innovator Deen Albert makes sure people are still at the heart of operations at Grand Island Express, even while adopting artificial intelligence tools. AI-assisted dispatch helped boost revenue 25% with the same number of trucks.
Read More →Trimble’s New AI Agent Takes Aim at Fleet Back-Office Busywork
Arc Agent works across Trimble TMS products to automate repetitive tasks such as freight orders, maintenance, invoices, fuel costs and more.
Read More →
How HDT’s 2026 Truck Fleet Innovators Are Rethinking Fleet Operations
Meet five trucking leaders who are challenging assumptions, solving operational problems, and putting innovative ideas to work.
Read More →
Tight Trucking Capacity Pushes Rates Higher Even as Freight Volumes Fall
“Spot rates moving ahead of contract rates have historically signaled a tightening market, but we haven’t seen a capacity-driven market quite like this one,” said DAT's Dean Croke.
Read More →
