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What if your infrastructure could sense what’s happening — in real time? In this webinar, we explore how stationary LiDAR perception is helping cities and operators turn passive infrastructure into intelligent environments. You’ll see how 3D perception delivers real-time awareness for safety, traffic optimization, compliance, and predictive maintenance — without relying on outdated technology or manual monitoring. This session is designed for infrastructure leaders who want p

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

LiDAR is a global technology, but the direction and pace of its development are strongly influenced by the United States. From infrastructure and defense to autonomous systems and smart cities, the U.S. continues to shape standards, funding priorities, and large-scale deployments that define where the industry goes next. As the market matures, hardware alone is no longer the differentiator. The real value is moving into perception. Turning LiDAR data into reliable, actionable

The LiDAR view of the Christmas Market Large public events like Christmas markets, festivals, and concerts bring people together, but they also bring complex safety challenges. At the Frankfurt Christmas Market, Innoviz , Urban Lighting Innovations, and Flasheye demonstrated how LiDAR can support safer, smarter cities without compromising privacy or trust. It’s not about watching people. It’s about understanding space. 3 Problems LiDAR Solves in Large Events 1: Overcrowdi