Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

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.

by John G. Smith, Editor, Today's Trucking
April 14, 2016
4 min to read


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.

Ad Loading...

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.

Ad Loading...

“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.

Ad Loading...

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.

Ad Loading...

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.”

Subscribe to Our Newsletter

More Fleet Management

ATA President Chris Spear.
Fleet Managementby Jack RobertsMarch 17, 2026

ATA’s Spear Warns Fuel Prices, Trade Policy, and Global Conflict Could Stall Trucking Recovery

Speaking at the TMC Annual Meeting in Nashville, ATA President Chris Spear said trucking faces mounting pressure from rising fuel prices, geopolitical instability, and uncertainty around trade policy.

Read More →
Illustration of author headshot with black-and-white old-fashioned rig in the background

New Entrants, Chameleon Carriers, and Safety: Is It Too Easy to Start a Trucking Company?

More than 100,000 new trucking companies enter the industry each year, but regulators manage to audit only a fraction of them. That churn creates opportunities for inexperienced startups — and for “chameleon carriers” that shut down after safety violations and reappear under new identities. Read more from Deborah Lockridge in this commentary.

Read More →
Panel discussion
Fleet Managementby Deborah LockridgeMarch 12, 2026

Fleet Managers Invited to Apply for Exclusive HDT Exchange Event

HDTX is an intimate event that connects heavy-duty trucking fleet managers with industry suppliers through small-group discussions, educational sessions, and structured one-on-one meetings.

Read More →
Ad Loading...
DAT iPhone Widget.
Fleet Managementby News/Media ReleaseMarch 12, 2026

DAT Launches iPhone Widget to Help Owner-Operators Find Loads Faster

New DAT One feature shows top-paying loads directly on an iPhone’s home screen, helping carriers react faster to spot-market opportunities.

Read More →
Optimal Dynamics Scale screen shot
Fleet Managementby News/Media ReleaseMarch 12, 2026

Optimal Dynamics Launches AI System to Help Carriers Choose Better Freight

Optimal Dynamics says its new Scale platform uses AI agents and optimization to help carriers find and secure freight that improves network balance and profitability.

Read More →
DAT March 2026 trucking conditions.
Fleet Managementby Jack RobertsMarch 12, 2026

DAT: Flatbed Demand Climbs as Van and Reefer Rates Soften

DAT Freight & Analytics data shows tightening flatbed capacity, easing produce markets, and softening van and reefer rates.

Read More →
Ad Loading...
YouTube thumbnail with Mike Roeth of NACFE saying "NACFE's Messy Middle: Which Fuel Wins?"
Fuel Smartsby Deborah LockridgeMarch 11, 2026

Run on Less “Messy Middle” Data Shows Multiple Paths Forward for Truck Powertrains [Watch]

NACFE's Run on Less - Messy Middle project demonstrates the power of data in helping to guide the future of alternative fuels and powertrains for heavy-duty trucks.

Read More →
Illustration of crowded New York street overlaid with dollar signs
Fleet Managementby Deborah LockridgeMarch 11, 2026

Federal Court Lets NYC Congestion Pricing Continue

A federal court ruling allows New York City’s congestion pricing program to continue, leaving truck tolls in place for fleets delivering into Manhattan.

Read More →
Fontaine Modification Access365
Fleet Managementby News/Media ReleaseMarch 10, 2026

Fontaine Modification Launches Real-Time Truck Modification Tracking Portal

Fontaine Modification has introduced a new customer portal designed to give fleets real-time visibility into the truck modification process, addressing one of the most common questions fleet managers face: “Where’s my truck?”

Read More →
Ad Loading...
FTR Tucking Conditions March 2026.
Fleet Managementby Jack RobertsMarch 10, 2026

FTR: Trucking Conditions Index Climbs to Highest Level Since 2022

Strong freight rates, rising volumes and tighter capacity push trucking conditions higher, though diesel prices could temper gains in the near term, FTR cautions.

Read More →