Work Truck Logo
MenuMENU
SearchSEARCH

Your Next Video Safety System Will Have an AI Upgrade: Here’s How

AI is transforming fleet safety with machine learning, video technology, and object detection while reducing risks, cutting costs, and improving efficiency.

by Kevin Anderson, Safe Fleet
February 25, 2025
The modern fleet workforce stands in front of an AI background

From AI-driven forklift cameras to smart driver assistance systems, fleets are leveraging machine learning to improve visibility, prevent accidents, and optimize operations.

Photo: Work Truck

4 min to read


AI is here to stay.

You couldn’t have gone a week without hearing how fleets are trying to implement AI into their businesses. Despite the palpable (and sometimes overdone) hype, artificial intelligence is improving efficiency, workflows, and video safety technologies effectively reducing liabilities for some of the largest fleets.

Ad Loading...

With the integration of machine learning, video safety solution capabilities are evolving quickly in a short span of time, to the benefit of commercial vehicle drivers and everyone they share the road with.

Here’s where and how it’s happening:

Warehouses, Factories, & Manufacturing Facilities

Forklift safety stats for injuries, fatalities, direct and indirect costs

With forklifts involved in 30% of warehouse accidents, AI-powered object detection cameras are helping reduce blind spots, improve maneuverability, and create safer environments for operators and pedestrians alike.

Photo: Safe Fleet

Let’s imagine a busy warehouse, where the likelihood of a dangerous or costly incident is high. Heavy pallets and workers are constantly on the move and 30% of accidents are forklift-related. Spatial awareness and visibility can be limited and maneuvering a forklift isn’t easy for beginners.

AI-enabled object-detection forklift cameras currently hitting the market raise safety standards in this environment, as they give alerts for risky driver behaviors and eliminate blind spots in high-traffic areas by picking up pedestrian and vehicle movements in a 360° viewing area. 

These systems’ blind spot exposure capabilities and around-vehicle awareness go a long way for drivers of all experience levels and their detection systems point out dangerous situations commonly caused by beginners. Utilizing this data, warehouse managers can now easily reassign inexperienced operators to other tasks, where their lack of forklift familiarity would incur less property or personal damage. These real-time adjustments can save businesses millions in the long term.

Ad Loading...

Forecasting and addressing problems ahead of time also becomes easier with AI-powered features like gesture and object identification and with machine learning, these systems improve over time. This new generation of forklift systems hitting the markets will decrease future injuries or fatalities, cut insurance and downtime costs, and increase operational efficiency and vehicle life. 

Just outside of our warehouse is the loading dock, where box trucks and other large vehicles require tight maneuvering by practiced hands. With the newest wave of AI-powered pedestrian detection systems, both pedestrians and warehouse workers are protected from these large vehicles’ blind spots. 

The visual and audio warnings create situational awareness and safer spaces in high-risk environments for drivers. AI’s object identification capability increases the accuracy of these systems, to everyone’s benefit.

A human hand and robot hand with AI shake in front of a fleet of trucks.

Advanced AI technology is enhancing fleet safety with real-time pedestrian detection, object recognition, and driver alerts, reducing risks in warehouses and on the road.

Photo: Work Truck

AI On the Road 

Once that driver steps into his box truck’s cab to pull out of the loading dock into the street, he’s vulnerable to costly accidents to the tune of $100,000 to $750,000 or more, if serious or fatal injuries occur. However, investing in the current wave of AI-powered driver-facing cameras helps avoid distracted driving incidents and gives management a powerful look into operator behaviors.

By enhancing a camera’s eye movement and hand gesture detection or using facial recognition software for security purposes, AI becomes the ultimate assistant. When these features combine, they grant fleet managers the ability to harvest critical data in the back end to unlock real-time coaching and driver training. 

Ad Loading...

When road-facing cameras get an AI upgrade, driver alerts for speeding, tailgating, and forward collisions can provide ADAS, as incidents are recorded and uploaded to the cloud. All these invaluable data points make the difference between a streamlined operation and an inefficient business.

AI video solutions visualized

Artificial intelligence is driving major advancements in fleet safety, from object detection to real-time driver coaching. With AI-powered video solutions, fleets can reduce liability, improve efficiency, and enhance overall road safety.

Photo: Safe Fleet

Side and rear cameras aren’t excluded from the applications of machine learning. When it comes to upfitting larger vehicles with four-camera configurations for 360° coverage, it’s becoming easier to find AI-powered, customized aftermarket solutions for your commercial vehicle, complete with object/gesture recognition, proximity warnings, and visual alerts. 

Though useful for highway driving, these features are even more crucial for maneuvering tight urban streets, where the road is shared with passenger vehicles, pedestrians, and cyclists. Exposing blind spots takes the guesswork out of simple activities like switching lanes, parking, and going in and out of traffic, not to mention avoiding injury and death via rear-end collisions, sideswipes, or underrides. 

The presence of AI in your commercial vehicles safety system couldn’t be more timely, as modern streets are now shared with bike lanes, an influx of electric delivery scooters, and large commercial vehicles with poor peripheral vision.

The Future’s Here

A truck driver with an inset of a Safe Fleet dash cam

AI-enhanced in-cab and road-facing cameras help fleet managers monitor distracted driving, detect risky behaviors, and provide real-time coaching, reducing accident risks and costly liabilities on the road.

Photo: Safe Fleet

No, this won’t be the last time you hear about implementing AI.

Ad Loading...

However, you will likely notice how safety has been enhanced by leaps and bounds by its integration into the next video safety system your fleet has invested in.

About the Author: Kevin Anderson is a Marketing Communications Specialist, focused on copywriting, editing, content creation, and social media for Safe Fleet’s commercial vehicle brands, where the latest AI-powered systems are being engineered for practical work truck applications. This article was authored and edited according to Work Truck editorial standards and style. Opinions expressed may not reflect that of WT.

Subscribe to Our Newsletter

More Safety

A wide promotional graphic announcing changes to Automotive Service Professionals Month. The ASE Automotive Service Professionals Month logo appears above text announcing that beginning in 2026-2027, Automotive Service Professionals Month will move to April and October to align with Spring and Fall Car Care Months.
Safetyby Lauren FletcherJune 2, 2026

ASE Aligns Automotive Service Professionals Month With Spring and Fall Vehicle Maintenance Campaigns

ASE will move Automotive Service Professionals Month to April and October beginning in 2026-2027, aligning recognition with Car Care Month events.

Read More →
wheel geotab image
SponsoredJune 1, 2026

Turning Connected Vehicle Data Into Decisions That Matter

Fleet leaders have more data than ever, but turning that data into clear, actionable decisions remains a challenge. This white paper shows how leading organizations are using connected vehicle data to improve safety, reduce costs, and optimize fleet performance. Learn how to turn insight into action across your fleet.

Read More →
Presenter onstage at Motive Vision 26 conference beside a large smartphone display showing a driver rewards app, highlighting a first-place achievement in a Q1 Excellence Program with points, rankings, and Google Pay integration.
Safetyby Wayne ParhamMay 29, 2026

Driver Retention: Motive Automates Driver Coaching & Driver Rewards

New automated rewards and recognition capabilities from Motive can help organizations engage drivers, reinforce positive behavior, and reduce turnover. AI Coach has also been updated to deliver personalized feedback across safety, fuel, and compliance.

Read More →
Ad Loading...
Graphic for Work Truck’s 2026 Wildfire Outlook featuring bold white text over an active forest wildfire scene, with flames spreading across wooded terrain against a red-orange sky.
Disaster Responseby Wayne ParhamMay 27, 2026

Experts Forecast Broader Impact of Wildfires in 2026

This year’s wildfire season will likely be more intense than in 2025. The 2026 wildfire forecast from AccuWeather is for fewer fires, but even more acreage will be impacted this year.

Read More →
Graphic featuring a speech bubble with the text “DataQs?” centered between two white semi-trucks on a textured brown background, with the Work Truck logo in the upper left corner.
Safetyby Kathy CloseMay 26, 2026

A Walkthrough of the DataQs Process

Bad data on your carrier record can cost you. Here’s how DataQs helps fleets challenge errors before they hit CSA scores, insurance, and your bottom line.

Read More →
SponsoredMay 26, 2026

Optimizing Fleet Safety with Secure Device Integration

Unsecured devices are a hidden liability. Learn how precision-engineered mounting solutions enhance driver safety, streamline workflows and protect your technology.

Read More →
Ad Loading...
Image demonstrating Motive fatigue detection technology with in-cab camera images of a truck driver rubbing their face, yawning, and microsleeping. Timeline alerts highlight fatigue indicators, ending with a “Fatigue Detected” warning message.
SafetyMay 18, 2026

Motive Launches New Edge AI Capabilities to Help Prevent Collisions and Capture Critical Incidents in Real-Time

New AI models from Motive can detect signs of fatigue and eating, plus capture low-severity collisions often missed by telematics.

Read More →
Graphic announcing the acquisition of Pro-Vision by Convoy Technologies over a scenic two-lane road surrounded by autumn trees. Company logos appear above large “Acquisition” text centered on the roadway.
SafetyMay 15, 2026

Pro-Vision Acquires Convoy Technologies to Expand Fleet Safety and Video Solutions

Pro-Vision has acquired Convoy Technologies in a deal it said will broaden customer relationships and add specialized vehicle video capabilities for commercial fleets.

Read More →
Domino’s-branded electric delivery car parked outside a Domino’s restaurant, featuring red, blue, and white graphics. The image includes the Netradyne logo in the lower corner and storefront pickup signage in the background.
SafetyMay 13, 2026

Netradyne Delivers 66% Reduction in At-Fault Crashes Across Domino's Franchise Network

Five Domino's franchises and more than 1,000 vehicles are now running on Netradyne's AI-powered fleet safety and performance platform. Designed for fleets that use personal or non-owned vehicles, FlexMount allows drivers to quickly install and remove Driver-i.

Read More →
Ad Loading...
Milwaukee BOLT Personal Voltage Detector mounted on a white hard hat beside work gloves and electrical hazard signage. The safety device features integrated lights and a coiled cable in an industrial work environment.
SafetyMay 12, 2026

Milwaukee Introduces BOLT Personal Voltage Detector for Enhanced Jobsite Safety

Milwaukee Tool’s new BOLT Personal Voltage Detector features a wide detection field and clearer voltage alerts to help users quickly identify the presence of voltage.

Read More →