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The Rise of DaaS in Telematics: How Fleets Are Monetizing Video Data with Visual SLAM

Data Services, Vision-Based AI /

When we founded Peregrine in 2018, my co-founders and I had just spent years working on self-driving car initiatives across Silicon Valley and Europe. Looking at the broader mobility landscape, we noticed a glaring disconnect: commercial vehicles were being outfitted with cameras at a rapid pace, yet those cameras were fundamentally “dumb.” They were defined […]

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Smarter Roads, Safer Cities: Inside Hamburg’s AI-Powered Infrastructure Project

Data Services /

Every bump in the road tells a story—potholes, cracks, and worn surfaces silently cost cities millions each year in repairs and delays. For a city like Hamburg, with over 16,000 kilometers of road to monitor, staying ahead of these issues isn’t just a maintenance task—it’s a logistical challenge. Traditional inspections, often relying on manual surveys

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