Video telematics, AI coaching and computer vision.
5 stories
Video telematics pairs road-facing and driver-facing cameras with vehicle data, and AI now flags risky driving as it happens. This section covers AI dash cams and driver monitoring from companies such as Lytx, Netradyne, Samsara and Motive, plus computer vision on construction sites.
We report on collision and distraction detection, in-cab alerts, coaching workflows, exoneration footage, privacy controls and how video evidence affects insurance claims. Each story notes what it means for safety managers and drivers.
We also track the rules on in-cab cameras, union and driver concerns about monitoring, and how fleets roll out video programs that drivers accept.
Executives from Werner, Bennett and Motive told an ATA session that AI-driven camera alerts, fueling guidance and faster event reviews are gaining driver acceptance when rollouts are explained well. They said adoption is more cultural than technical and that people keep final judgment.
Continue reading: Fleet execs say AI cab alerts and video won over skeptical driversSamsara has released Agent Studio, a platform available to all its customers for building chat and voice AI agents on fleet data without writing code. The company says agent adoption has risen sevenfold since June and cites customer results in hours-of-service monitoring, reporting and driver support.
EquipmentShare says at-fault DOT recordable incidents per million miles fell 37% from 2024 to 2025, the first full year after it deployed T3 dash cameras and driver safety tools in January 2025. The figures come from T3's own case study, so they are vendor-reported and have not been independently verified.
Brigade Electronics has launched Haloniq, a video telematics software platform that combines live tracking, video, driver-safety data, compliance tools and reporting in one system. The company says it works with Brigade's own cameras and with third-party devices, which could matter for fleets already running mixed equipment.
Netradyne has launched Netradyne Intelligence, a platform that uses AI agents to carry out safety workflows such as coaching preparation and collision record assembly. The Coaching Agent and Incident Response Agent are available now, with the Rewards and Reporting agents due in the third quarter of 2026.
