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Comparison of expensive LiDAR hardware versus Peregrine Visual SLAM software on a standard camera. We are living through a pivotal moment in machine perception. For the last decade, the prevailing wisdom in autonomous driving and advanced robotics was simple: if you want a machine to truly understand the 3D world around it, you need LiDAR.

Visual SLAM vs. LiDAR: Achieving Spatial Intelligence Without the Hardware Tax

Labs /

We’ve all seen the prototype vehicles outfitted with spinning laser arrays on their roofs. They are engineering marvels, spinning tens of thousands of dollars’ worth of delicate hardware to generate precise, dense point clouds of their environment. In a controlled R&D setting with unlimited budgets, LiDAR is spectacular. But the real world doesn’t operate on […]

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

Fleet Management, Press Release, Vision-Based AI, Vision-Based Safety /

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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AI in Fleet Management by Jorit Schmelzle

From Chaos to Clarity: The Impact of AI on Fleet Management

Fleet Management /

Meet Alex, a fleet manager for a mid-sized delivery company. Every morning, Alex faces a barrage of challenges: vehicles breaking down unexpectedly, drivers getting into minor accidents, and the ever increasing complexity of urban traffic while keeping costs low. Traditional telematics systems provide some help, but they often flood Alex with irrelevant alerts, making it

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