AI in Fleet: Leveraging the Benefits and Understanding the Limitations
Study Shows the Fleet Industry Leaders Are Looking to AI to Improve Operations
Leaders are looking to AI to improve vehicle tracking, decision-making, expense planning, administrative work, fraud detection, and worker safety.

Rising costs, economic instability, and labor shortages left leaders grappling with revenue losses and an uncertain economic outlook.
Photo: Motive/Work Truck
Motive, an integrated operations platform for the physical economy, unveiled a recent study revealing that companies trucking, logistics, oil, and gas sectors incurred an average loss exceeding $1 million attributed to economic volatility, labor issues, and operational inefficiencies.
The Motive Physical Economy Outlook 2024 conducted by Motive, gathered insights from 1,000 leaders spanning various sectors within the physical economy, including trucking, logistics, construction, oil and gas, manufacturing, retail, and more.
This survey aimed to delve into the difficulties encountered by leaders in physical operations throughout the past year and shed light on the emerging opportunities on the horizon.
"Over the past year, leaders in the physical economy grappled with rising uncertainties, escalating costs, increasing fraud, and a scarcity of skilled labor," said Shoaib Makani, co-founder and CEO of Motive. "The need for transformation is evident, with limited visibility and data silos hampering profitability and heightening safety risks. Leaders recognize technology, particularly AI, as a game-changer for automating proactive decisions, improving visibility, and enhancing safety, effectively addressing industry challenges and presenting opportunities across this critical sector of our economy."
Motive's Physical Economy Outlook: Overcoming Losses with AI-Driven Solutions
Key findings of Motive’s Physical Economy Outlook 2024 include:
Rising costs, economic instability, and labor shortages have left leaders grappling with revenue losses and an uncertain economic outlook.
The top five challenges that threatened physical operations in 2023 include rising costs (59%), economic instability (51%), labor shortages and talent retention (45%), supply chain disruptions (42%), and operational inefficiencies (36%).
Half of leaders think that 12 months from now the economy will be better than it is today, while 18% expect it to be about the same, and 32% expect it to be worse.
Leaders lack a single, 360-degree view of their operations due to data silos and lack of integration.
Nearly half (46%) of leaders are using more than ten individual tools to manage their operations, with 30% saying it’s too many to count.
As a result, 58% say they spend most of their time dealing with reactive issues versus proactively managing their workers, fleet, spend, or assets and equipment. 44% of leaders admit to losing track of vehicles at least monthly.
Fraud is an invisible financial drain and leaders struggle to pinpoint its origin or extent.
44% of physical operations leaders say fraud has a big financial impact on their business but they aren’t sure how to find it. Among the c-suite, this jumps to 57%.
On average, leaders estimate 19% of their current fleet spending may be fraudulent with construction leaders estimating fraud to be as high as 22% of spend.
Leaders see technology as one of the only aspects of their operations that they can consistently control.
The top five opportunities for physical operations over the next 12 months include updated technology and software (33%), economic stability (31%), supply chain improvements (31%), increase in demand (30%), and operational efficiencies (29%).
80% of leaders agree that having a single, end-to-end solution to manage physical operations would make their job easier.
From addressing labor shortages to boosting visibility and road safety, AI is becoming critically important for managing physical operations.
The top five areas where leaders see AI bringing the most value include tracking assets and vehicles (43%), more accurate decision-making (40%), expense planning (39%), reducing administrative work (39%), and detecting fraud (38%).
69% of physical operations leaders think AI will have a positive impact on their jobs and nearly a third expect AI to address labor shortages.
73% of leaders agree that roads are safer with AI-enabled cameras and 64% say AI is crucial for preventing accidents and coaching drivers.
More Operations

DOT Marijuana Rules Technician Retention and Fleet Technology This Week's Truck Chat Cheat Sheet
Catch the fleet headlines shaping compliance, leadership, technician development, security, and vehicle uptime before your coffee gets cold.
Read More →
Fleet Leadership Starts with People (Always)
After 30 years in fleet, Ruth Alfson says the biggest leadership lessons have little to do with vehicles and everything to do with people.
Read More →
Workhorse Appoints New Chief Financial Officer
Jody Davis, a seasoned capital markets and manufacturing finance executive, has been appointed chief financial officer at Workhorse Group and succeeds current CFO Bob Ginnan, who is retiring.
Read More →
Fleet Leadership Driver Safety and Mixed Energy Fleets This Week's Truck Chat Cheat Sheet
Catch the fleet headlines shaping safety, compliance, leadership, and vehicle strategy before your coffee gets cold.
Read More →
EPA Proposing Plan to Save Truckers $12 Billion by Revising Biden-Era Rule & Eliminating DEF Deratements
A U.S. Environmental Protection Agency proposal seeks to revise emissions compliance requirements enacted under the previous administration and eliminate DEF-related deratements completely. The public comment period is open now.
Read More →
Ford Pro Integrates Fleet Security into Every Subscription at No Cost
Ford Pro Telematics has natively integrated Vehicle Security directly into its standard subscription. It is now available globally to customers with an active Ford Pro Telematics subscription.
Read More →
Fleet Is in the Confidence Business: Work Truck Readers Respond
Reliability matters. But one retired fleet manager says fleet’s real business is something much bigger. Do you agree?
Read More →
Which Holidays Have the Highest Cargo Theft Rates?
Not all holidays carry the same cargo theft risk. Learn which holiday periods see the highest freight theft activity and why carriers, brokers, and fleets should pay extra attention during these high-risk times.
Read More →
Stronger Fleet Policies with Jeffrey Hurrell
Jeffrey Hurrell shares leadership lessons, fleet strategy, innovation, and technology insights in this Fleet Legends interview from Work Truck.
Read More →


