Vision-Based Safety

Why 2D bounding boxes fail at intersections: A geometric approach to Stop Sign Violations

If you handle camera data from commercial vehicles operating in dense urban areas, you know how fragile visual triggers can be. A delivery van approaches a standard intersection. The on-device neural network spots the stop sign, tracks it for a few seconds, and generates an event clip. But when your operations team reviews the video, […]

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A dashcam view of a city street with complex Peregrine.ai technology overlays. Blue boxes detect multiple cars, and a distinct red box highlights a cyclist with a high 92% risk score circular overlay. Large text across the top discusses moving beyond the pilot in video telematics strategy and moving beyond G-force.

Moving beyond the pilot: Why your video telematics strategy is trapped by G-force

If you run a tier-one telematics service or manage a specialized commercial fleet, you have likely sat through a dozen presentations about “AI-powered video telematics.” You might even have run a pilot project with a few connected dashcams. Yet, when you look at the industry at large, a frustrating reality emerges: most fleet operators are

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Webfleet selects Peregrine.ai as their exclusive Video Telematics partner

Webfleet and Peregrine.ai collaborate on Visual Intelligence solution

Amsterdam, 16 September 2025 – Webfleet, Bridgestone’s globally trusted fleet management solution, and Peregrine.ai, a Berlin-based startup transforming mobility through AI-powered vision systems, today announced the launch of a next-generation driver assistance solution. This solution sets a benchmark for fleet safety and is easily retrofitted into any commercial vehicle via an over-the-air update – regardless of make, model

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Peregrine.ai and Linqo Launch AI-Powered Video Telematics Solution for European Fleet Market

BERLIN & VILNIUS, May 14, 2025 —Peregrine.ai and Linqo GmbH have partnered to launch a fully integrated video telematics system, combining Peregrine’s edge-based computer vision software with Linqo’s established fleet management platform. The joint solution delivers real-time visual intelligence for commercial fleets across Europe, enhancing driver safety, operational efficiency, and compliance from day one. At

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A group of Peregrine Technologies team members, partners from T-Systems, and local stakeholders stand together near a dynamic speed limit sign displaying '30' in a school zone in Landshut, Germany. The group is gathered on a sidewalk, surrounded by autumn trees and buildings, marking the successful launch of the 5-SAFE AI-powered traffic safety system to enhance school zone safety.

Peregrine.ai and Partners Unveil 5-SAFE: An Advanced AI-Driven Traffic Safety System for Landshut’s School Zones

Landshut, Germany – [November 2024] – Peregrine.ai, a pioneering force in AI-powered vision solutions, has deployed its state-of-the-art 5-SAFE system to revolutionize traffic safety in school zones. Designed and developed in collaboration with T-Systems, Landshut University of Applied Science, and the City of Landshut, and backed by Germany’s 5G Initiative and the Federal Ministry for

Peregrine.ai and Partners Unveil 5-SAFE: An Advanced AI-Driven Traffic Safety System for Landshut’s School Zones Read More »

Edge AI vs Cloud AI

Decoding Mobility Intelligence: Should You Invest in Edge AI or Cloud AI?

On a fine morning in Berlin, Anna (a fleet manager) watched as an alert popped up: one of her autonomous vehicles had just avoided a collision. The AI-powered dashcam detected a pedestrian stepping into the road and instantly triggered the brakes. This life-saving decision happened in real-time, thanks to Edge AI. Meanwhile, across town, urban

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AI at the Edge Transforms Fleet Safety Technology with Video Telematics

Fleet Safety Technology: AD Technology on Fleet Dashcams

In today’s dynamic world, fleet safety technology is a critical concern for fleet managers and drivers alike. Our innovative software solution elevates outward facing fleet dashcams beyond just recording devices, transforming them into intelligent systems capable of understanding and interpreting the road. Leveraging environmental perception, computer vision, and data fusion with Inertial Measurement Units (IMUs),

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AI contextual awareness for fleet dashcams to understand scene complexity and reduce false positives.

Vision-Based Safety: Reducing False Positives Generated by Fleet Dashcams with Cloud AI

In our last blog post, we delved into the transformative benefits of leveraging AI at the edge, exploring how it brings intelligence closer to devices and processes. Building on that discussion, we now turn our attention to another dimension of technological innovation: the integration of cloud computing in tandem with fleet dashcams and Computer Vision

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AI at the Edge Transforms Fleet Safety Technology with Video Telematics

Vision-Based Safety: AI at the Edge in Video Telematics

In the fast-evolving world of fleet management, video telematics has emerged as a game-changer. This cutting-edge technology combines video data and vehicle telemetry to offer comprehensive insights into fleet operations. As we navigate through the details of this technology, it’s crucial to weigh its advantages against its concerns. Let’s investigate how AI at the edge

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