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AI is transforming how we operate vehicles and machines for vehicles and machines of all sizes. Whether your goal is to provide operators real-time data to make safer decisions, detect vulnerable road users, or provide proactive training tools for your operators, there are multiple options to keep your team safe today.
By Corey Heniser

As commercial fleets across the U.S. continue to face increasing pressure to operate more safely, efficiently, and transparently, advanced vehicle technologies are becoming essential. AI is transforming how fleets collect, interpret, and act on visual data. When combined with high-quality camera systems, AI delivers a powerful solution that enhances safety, reduces costs, and improves overall operational performance.

This article will cover the benefits of integrating vehicle camera systems with AI. When you integrate artificial intelligence with a vehicle camera system, you transform an otherwise passive video image on a video monitor into a layer of active protection that a driver can react to immediately when alerted. AI can now proactively warn an operator of what is about to happen if a vulnerable road user (VRU), or other obstacle appears around a moving vehicle out of the drivers view. Many times, that split second of advanced warning is often the difference between a close call and a life-changing accident.

Proactively Supporting Drivers
Traditional camera systems provide visibility, but AI takes safety a step further by enabling real-time hazard detection. AI-enhanced vehicle cameras, which incorporate Human Form Recognition (HFR) cameras, are capable of identifying humans in vehicle blind spots and use the latest technology to aid visibility in elevated driver positions like waste trucks. The cameras detect and recognize pedestrians within a pre-defined detection zone and reliably notify the driver visually and/or audibly, enabling confident and capable driving. Image processing is built into the camera, meaning no other hardware is required. This proactive capability significantly reduces incident risk and helps protect drivers, road users, and fleets.
Reducing Insurance Costs and Liability Exposure
As fleets adopt AI-driven video solutions, they gain access to verifiable, high-quality evidence in the event of incidents. This results in several benefits:

• Faster claim resolution
• Irrefutable evidence and protection against false or fraudulent claims
• Lower insurance premiums for equipped fleets
• Improved driver exoneration rates
• With AI automatically recording and flagging high-risk events, fleets have clear documentation that strengthens their legal and financial protection.

Improving Fleet Efficiency and Operations
AI-powered camera systems can analyze patterns and detect operational inefficiencies that may not be obvious through manual review. Examples include:
• Monitoring driving patterns to reduce fuel consumption
• Identifying improper vehicle use or idling
• Optimizing routes using real-time visual insights
• Automating compliance and safety reporting for fleet managers

By transforming raw footage into actionable data, AI helps fleets streamline day-to-day operations and reduce overhead costs.

Enhancing Driver Training and Performance
AI allows for individualized driver coaching that is more effective than traditional programs. Through automated analysis, fleet managers can review key video clips, provide targeted feedback, receive objective data and build on long-term performance improvement plans. This results in better-trained drivers, increased retention, and a stronger overall safety culture.

For example, an AI connected dashcam will identify and audibly alert a driver to a hazardous situation, such as a risk of colliding with the vehicle ahead of an unsignaled lane departure. With AI dashcams providing real-time audio alerts, the driver can take immediate action to prevent a potential incident. Meanwhile, the driver-facing camera will identify issues such as cellphone use, smoking, and inattention.

Alerts and video of events are sent to a remote dashboard in real-time, which can prove invaluable for fleet managers. Reviewing in-cab footage and analyzing driving habits with an AI dashcam can identify high-risk situations and behaviors so that training programs can be implemented to promote a safe driving culture and improve overall driver safety.

Improving Driver Awareness
Vehicles operating in urban environments as well as on landfills face significant visibility challenges. AI-enabled camera systems improve driver awareness by stitching together multi-camera views for 360° monitoring, detecting obstacles in real time, even in low-visibility conditions, and using thermal or infrared capabilities to maintain awareness at night. With comprehensive environmental monitoring, drivers can make faster and more informed decisions.

Maximizing ROI through Technology
One of the biggest advantages of integrating AI with vehicle safety systems is the ability to scale. AI solutions can evolve through software updates, allowing fleets to add capabilities over time without replacing existing hardware. Examples of scalable features include:

• New detection models (e.g., recognizing new types of road hazards)
• Enhanced analytics dashboards
• Improved telematics integrations
• Cloud-based storage and analysis

This future-proof approach ensures long-term value and flexibility.

Supporting Compliance and Safety Standards
Across the U.S., both federal and state regulations are pushing fleets toward advanced safety technologies. AI-enhanced camera systems support compliance with FMCSA (Federal Motor Carrier Safety Administration) and DOT (Department of Transportation) safety expectations, OSHA (Occupational Safety and Health Administration) requirements for industrial vehicles, insurance-driven safety mandates and corporate ESG and safety performance reporting. By capturing accurate, auditable records, AI helps fleets stay ahead of evolving regulatory requirements.

In summary, AI is transforming how we operate vehicles and machines for vehicles and machines of all sizes. Whether your goal is to provide operators real-time data to make safer decisions, detect vulnerable road users, or provide proactive training tools for your operators, there are multiple options to keep your team safe today. AI’s potential is unlimited, and your voice is critical to ensure the tools you require to improve safety in your fleet are met. Today more than ever it is important to share your thoughts with your fleet safety providers. | WA

Corey Heniser is CEO of Brigade INC., a global market leader and award-winning provider of commercial and machinery vehicle safety solutions. The company’s mission is to save lives, protect vulnerable road users, and assist drivers to maneuver safely by creating high-quality products that reduce the risk of collisions and eliminate vehicle blind spots. Brigade’s product portfolio offers a range of devices suitable for OEM and aftermarket customers. These include the latest AI-enhanced 360-degree camera systems, camera monitor systems, White Sound® back up alarms, radar, and ultrasonic sensors enhanced with AI capabilities, as well as video recording devices and dashcams, which are compatible with various telematics platforms, including Brigade Telematics. Brigade’s products can be integrated to suit a broad range of applications and requirements. All devices come with generous warranty periods (some lifetime), technical support and expert aftercare. For more information, visit .