Choosing the Right AI Safety Platform for OTR Fleets
The days of simply buying separate electronic logging devices (ELDs) and basic dashcams are over. Today’s commercial fleets need unified technology platforms. These platforms combine safety, compliance, and efficiency into one easy data stream. Fleet managers must decide which technology best supports their operations and safety culture. Therefore, you must compare the core strategies of the top providers.
The Core Battle: Video and Driver Coaching
All major technology providers use Artificial Intelligence (AI) and computer vision. This technology helps to spot risky driving actions. However, the systems differ in how they manage and support your drivers. This is important for Over-the-Road (OTR) carriers with long-haul routes.
Managed Service: Focus on Analyst Review
Some platforms, like Solera SmartDrive, often use a managed service model. First, a camera records an incident, like harsh braking or distraction. Next, external analysts review and score the video event. They prioritize the riskiest incidents for you. Consequently, this model greatly reduces your safety manager’s daily workload. Your team only spends time on the most critical events. This keeps driver coaching consistent across your large, spread-out OTR fleet.
Unified Cloud: Focus on Real-Time Alerts
Other platforms, such as Samsara and Motive, focus on a unified, all-in-one cloud approach. They use automated, real-time alerts right inside the cab. These alerts help the driver self-correct immediately. In addition, these providers offer a single, mobile-friendly app. Drivers use this app for their Hours-of-Service (HOS) logging, vehicle inspections, and safety coaching videos. This results in rapid intervention and a simpler workflow for your drivers.
For instance, in September 2025, Samsara announced an expansion of their AI platform with new tools, including Automated Coaching to help fleets coach drivers at scale (see the press release here: Samsara Unveils Major Expansion of AI-Powered Safety Platform). Also, Motive introduced “Positive Driving” technology to automatically recognize and reward safe driver behaviors, promoting a positive safety culture (read about it here: Motive launches new AI products at Vision 25 to power the Next Era of Physical Operations: Improve Fleet Safety).
Platform Strategy: Data, Compliance, and Assets
A successful safety system must connect driver behavior data to your back-office systems. These systems include Transportation Management Systems (TMS), maintenance, and accounting software. The top companies use different methods to manage this integration and data flow.
Cloud Unification for All Assets
Samsara and Motive generally pursue a strategy of Cloud Unification. They aim to put all data onto a single map and dashboard. This includes data from tractors, trailers, reefers, and even yard equipment. This approach is excellent for mixed-asset fleets. It helps to reduce the number of different vendors you must deal with. Ultimately, it gives you a complete, holistic view of your entire operation, from dispatch to maintenance.
Open Ecosystem for Flexibility
Geotab uses an Open Ecosystem strategy. They offer extremely detailed data capture from the vehicle. Crucially, they have a large Marketplace of third-party solutions. The system is made to connect easily with almost any enterprise software you already use. This makes it perfect for large fleets with dedicated IT staff who need deep data analysis and the freedom to choose different software components. For example, Geotab and Predictive Coach partnered recently to offer automated, real-time driver coaching based on Geotab data, helping fleets improve efficiency (view the announcement here: Geotab and Predictive Coach Transform Fleet Safety with Real-Time Driver Coaching).
Legacy Convergence for Compliance
Solera’s Omnitracs suite focuses on Legacy Convergence. Their strength is combining modern AI video (SmartDrive) with established tools for ELD, HOS, IFTA, and other regulatory checks. Therefore, they are ideal for fleets that place a very high value on compliance reliability. They let fleets integrate new safety tools with the trusted compliance platforms they already know.
Your Action Plan for Choosing a System
You must match the system’s main strength to your fleet’s biggest problem. Choosing a vendor is less about brand names and more about aligning technology with your operational need. If your Priority is:
- Simplifying the safety manager’s job, and you need expert support for video review: Carefully review the Managed Service models, such as Solera SmartDrive.
- Ease of use and unified visibility across all your assets (tractors, trailers, reefers): You should evaluate the All-in-One Cloud providers like Samsara and Motive.
- Deep, customizable data and integrating with internal IT systems or non-standard tools: Consider the Open Ecosystems offered by Geotab.
Technology can greatly reduce both risk and cost for your company. Your main job is to choose the platform that best empowers your current safety and operations teams to succeed.
Also read: Find The Hidden Costs of Poor Fleet Safety




