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What if infrastructure could actually understand its surroundings? Water. Power. Transport. Emergency response. The systems we rely on every day are no longer only exposed to storms, wear, or technical failure. They are increasingly tested by deliberate, subtle, and coordinated actions designed to exploit blind spots and weak signals before anyone notices. And that is exactly the problem. Most infrastructure protection today is still reactive. Patrols. Cameras. Alarms. Snapsh

1. Sensors generate measurements, not meaning. LiDAR, radar, and cameras output point clouds, pixels, and signal returns, but these are only raw measurements tied to time and space. To enable autonomy, this data must be synchronized, filtered, and converted into consistent spatial representations. Accurate calibration, low-latency processing, and robust handling of noise and occlusion are essential before any higher-level decision logic can exist. 2. Perception software trans

Classified object such as people, vehicles, and gates. The gap between headlines and city budgets Autonomous vehicles dominate headlines, but city budgets tell a different story. While public attention remains fixed on robotaxis and self-driving promises, cities are making quieter and more practical investments. One of the clearest signals is that many cities are deploying fixed LiDAR infrastructure years before autonomous vehicles are ready to scale. Cities cannot afford to

Site monitoring from the infrastructure, each zone has a unique task. What is Infrastructure Perception? Automation is no longer limited to brand new equipment or mobile robots. With the right perception layer, even existing and old machines can gain awareness of their surroundings and act more intelligently. Instead of mounting sensors on every asset, stationary lidar installations continuously observes an area in three dimensions. The perception software interprets this dat

A top-view of the perception software For decades, security has relied on cameras, radar, fences, and human monitoring. While effective in specific use cases, each comes with fundamental limitations. LiDAR changes the equation. Once expensive and niche, LiDAR is now affordable and powerful to redefine how security systems operate. Here are ten reasons why LiDAR is transforming the security industry. 1. True Volumetric and Spatial Awareness LiDAR does not just see surfaces - i

Detected people in the perception software From multi-million engineering projects to webshops For a long time, true spatial perception was something only a handful of companies could afford. Full Lidar systems, custom hardware, and heavy engineering made up projects that easily climbed into the millions. They were impressive, but also exclusive. Only a few players could justify the cost. That landscape is changing quickly. New generations of inexpensive yet capable hardware,

LiDAR Infrastructure Monitoring - A Quiet Digital Map of the World In our white paper, developed together with Flasheye and QRTECH, we explore how LiDAR-based infrastructure monitoring can enable automated safety and create smarter, more efficient roads - ensuring safety for all road users. What if our roads could see better than our cars? Imagine roads that actively understand their surroundings. With advanced sensors and real-time data, our streets could detect obstacles,