Work Truck Logo
MenuMENU
SearchSEARCH

Strategic & Proactive: Using Data to Drive Fleet Efficiencies

With all the advanced technology baked into new and upcoming vehicles, fleet managers need to understand how to use that tech to get the most out of every mile.

December 22, 2022
Strategic & Proactive: Using Data to Drive Fleet Efficiencies

Fleet managers should understand charging data and if loads are co-metered with charging infrastructure, as well as peak demand, to schedule charging outside of that window and avoid costly charges.

Photo: Getty Images/metamorworks

5 min to read


Managing a fleet is a combination of roles, responsibilities, and rules that must be juggled along with ensuring your customers and drivers are happy. There are no shortcuts, no easy solutions to complicated challenges, and no success without hard work.

This increasingly challenging environment is getting some assistance from the advanced technologies now available on many vehicles today. From electric vehicles to connected vehicles, fleet managers are able to get the most out of every bit of data to help change the way they make purchases and run their fleets.

Ad Loading...

“As data sets continue to grow, we’ve seen an evolution in how fleet managers use the data,” said Shannon Keck, product manager at Wheels. “Decisions were more transactional and reactive in nature, but now have moved to more strategic and proactive.”

One form of this pertains to driver behavior. By monitoring driver behavior, fleet managers no longer need to wait for an accident to occur to take corrective action, according to Keck. By observing crash indicators and making the driver aware of their poor behaviors, they can then assign training to correct the poor driving skills before an incident ever occurs.

Your Partners Can Help

Before experiencing all the bells and whistles that now come along with new vehicle tech, fleet managers need to educate themselves on what is available and how it can benefit their team. Starting with their current provider network, fleets can also turn to industry education and information sources that are available online and at industry events.

“They should have access to a plethora of data, solutions, and case studies that their extended team should be sharing already, but if not, they could request any facet of the connected vehicle journey like OEM solutions, vehicle safety tech stacks, and risk and compliance strategies, as well as help with the socialization and implementation of new tech into their organizations,” said Erin Gilchrist, vice president of fleet evangelism at IntelliShift. “And then there’s the very popular and successful way to learn in the fleet community — from each other and our collective experiences.”

Fleet management companies are also a great source, notes Keck. Their teams of subject matter experts know the latest technologies and offerings and have deep knowledge of how fleets operate.

Ad Loading...

“For many fleets, vehicles will need different ways to achieve connectivity based on model year and type. We can help explain the differences and make sure the solutions deliver in the areas most important to your compliance needs and business goals,” she added.

Moving into EVs

The EV revolution certainly picked up some steam in the last few years, with companies having a greater understanding of how they might successfully fit into their fleet operations.

“When fleets begin their EV journey, understanding the vehicle’s utilization, locations, and dwell time is important to make sure the vehicle will fulfill the driver’s needs, has suitable range and charging options available,” said Keck.

Telematics can also help fleets understand the next steps in the EV journey, with options that offer driver identification and associates which trips are effective for the EV transition, along with whether pooling routes might help fleets replace their ICE vehicles with EVs in a cost-effective manner.

“Once you’ve adopted EVs, connected vehicle data can ensure vehicles are being charged — when and where they should be. Through route optimization, we can also make sure the vehicle travels a route that optimizes their battery charge and has charging options along the way,” she added. “Connected vehicle data can also be used to understand emission output and determine charging reimbursement.”

Ad Loading...

Rightsizing your fleet is also important, and by tracking vehicle miles traveled (VMT), you can measure utilization and identify possible reduction opportunities, according to Sarah Booth, chief operating officer at Sawatch Labs.

“However, as fleet managers know well, relying solely on VMT can underestimate a vehicle's usage. To get a fuller picture of vehicle usage, fleets typically use their telematics data to track VMT, hours of operation, and days of use. These metrics can identify vehicles that are used infrequently as well as low-mileage vehicles that are used most days of the week,” she said.

Sawatch Labs’ software can assist fleets by categorizing a vehicle as in-use when it is away from its parking facility, regardless of whether it is actively being driven, allowing fleets to look at each day of the year and quickly see how many vehicles are sitting idly in their lot at the same time, allowing them to right-size their fleet without impacting operations.

Charging With Data

Data goes beyond the vehicle at times as well, as fleets will learn when they begin plugging in their new EVs. Marrying the data from these and other sources can give fleet managers an even better understanding of how to get the most out of their EV evolution.

“The tricky part for this is that fleets need data from their vehicles, from their chargers, and from their facility or utility,” said Booth. “On the vehicle side, the fleet needs to know what the state of charge is when the vehicle arrives at the parking facility, its charging rate, and when the vehicle needs to be ready to depart for its next trip. For the chargers, the fleet needs to know which chargers are in-use and when chargers will become available, as well as the charging output.”

Ad Loading...

Fleet must also understand if loads are co-metered with the charging infrastructure and what the peak demand is at the facility so that they can schedule charging to occur outside of the peak demand window to avoid costly demand charges, added Booth. This data can be used to optimize charging schedules across vehicles to ensure vehicles are charged when needed for the lowest cost.

On the Precipice

The fleet industry is on the precipice of a new world in terms of vehicle technology, and by preparing for it now, fleet managers can stay ahead of the game and ensure they are not left behind.

“When it comes to connected vehicles and vehicle tech stacks, it’s not about if but when and the fleet ecosystem needs to fully adopt a mindset of sustainability — this is not a buzzword but rather a way of thinking and working,” said Gilchrist. “In that everything we do as fleet leaders should be tied back to safety and efficiency which are to two most important aspects of a sustainability plan.”

This article appeared in the 2022 Connected Fleet Guide, which offers resources to turn connected car data into actionable insights to foster safer and more efficient fleets.

Download the guide to read all articles now!

Originally posted on Automotive Fleet

Subscribe to Our Newsletter

More Operations

Shades of Fleet Veterans in Fleet graphic with American flags and Work Truck branding highlighting military veterans’ impact on fleet leadership and operations
Operationsby Lauren FletcherMay 19, 2026

Call for Voices: Inviting Veterans in Fleet to Share Their Stories

Veterans in fleet, it's your turn! share how military experience shapes leadership, discipline, and real-world decision-making across today’s operations.

Read More →
Lauren Fletcher poses beside a bold “Truck Chat Weekly Cheat Sheet” graphic featuring this week’s topics: reliability, rising fleet salaries, and right-sized engines against a moving truck background.
Operationsby Lauren FletcherMay 18, 2026

Fleet Reliability, Rising Salaries, and Right-Sized Engines | Weekly Cheat Sheet

Fleet manager salaries, truck reliability, Cummins’ X10 engine, GM Fleet vans, diesel trends, and more in this week’s Truck Chat recap.

Read More →
Podcast thumbnail for The Chatty Chassis with Lauren Fletcher featuring the headline “Fleet Doesn’t Really Retire. It Rewires.” alongside a desk scene with a coffee mug reading “Not Retired. Rewired.”, fleet truck photos, and a notebook listing experience, perspective, purpose, and staying in the game.
OperationsMay 13, 2026

Fleet Doesn’t Really Retire: It Rewires.

Fleet professionals don’t really retire. They rewire. A look at why fleet experience, mentorship, and purpose never fully leave the industry.

Read More →
Ad Loading...
Cover of a whitepaper titled “The Hidden Costs of Departmentally Assigned Vehicles on Your Fleet” featuring a black fleet vehicle driving on a road at sunset. Subheadline reads: “Discover how your fleet can reduce costs and minimize risk by implementing vehicle sharing.” The document focuses on fleet optimization, vehicle sharing, cost reduction, utilization tracking, and risk management for fleet operations.
SponsoredMay 13, 2026

Why Fleet Managers Are Replacing Departmental Vehicles with Shared Motor Pools

Departmentally assigned vehicles often create hidden costs through underutilization, poor visibility, and increased administrative burden. This white paper explores how shared motor pool strategies help fleets reduce costs, improve accountability, and optimize vehicle utilization.

Read More →
Lessons that last with Carl Nelson on a historical backround
Operationsby Lauren FletcherMay 12, 2026

What One 40-Year Fleet Career Can Teach You Today

What can a 40-year fleet career teach you today Learn practical lessons on leadership, drivers, and decision-making from Carl Nelson’s experience

Read More →
Lauren Fletcher poses beside a bold “Truck Chat Weekly Cheat Sheet” graphic featuring headlines about AI, technician insights, and fleet industry changes against a moving truck background.
Operationsby Lauren FletcherMay 11, 2026

Why Human Storytelling Still Wins, Plus AI and Fleet Shifts | Weekly Cheat Sheet

AI in fleet, technician realities, diesel trends, GM Fleet vans, and the end of the International CV Series in this week’s Truck Chat recap.

Read More →
Ad Loading...
Graphic for a Work Truck feature article titled “Everyone Thinks They’re a Fleet Manager.” The image shows bold white and red typography beside a notebook labeled “Fleet Reality” with checklist items including control costs, reduce downtime, manage risk, and keep people moving, surrounded by charts, a calculator, and office workspace materials.
Operationsby Lauren FletcherMay 8, 2026

Everyone Thinks They’re a Fleet Manager

From oil changes to procurement decisions, fleet work is often underestimated by the very people who depend on it most. Bob Stanton makes the case for why communication, not just technical expertise, is one of the most important leadership skills in fleet.

Read More →
Graphic announcing a Daimler Truck North America leadership update featuring President and CEO John O’Leary smiling with arms crossed against a blue background, alongside Work Truck branding and title text.
OperationsMay 8, 2026

Daimler Truck Extends O’Leary’s Leadership of DTNA Through 2028

Daimler Truck Holding AG has reappointed John O’Leary to lead DTNA as president and CEO through the end of 2028. He first assumed the role in 2021.

Read More →
Fleet manager overlooking a lot of work trucks at sunrise, representing rising pay and growing demand for fleet leadership roles.
Operationsby Lauren FletcherMay 7, 2026

Fleet Manager Salaries Continue to Rise as Responsibilities Expand

Fleet manager salaries are rising as roles expand. See 2026 trends in pay, experience, fleet size, and regional differences across U.S. operations.

Read More →
Ad Loading...
Square blue graphic with Shades of Fleet, Women's Voices, Women Driving Change from Work Truck and Truck Chat
OperationsMay 6, 2026

What Real Support in Fleet Actually Looks Like for Women | Shades of Fleet

This conversation digs into some real and necessary questions, including the old-school mindsets that still show up in fleet and explores the changes happening now.

Read More →