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Example of intelligent safety zones around a machine Most OEM manufacturers who add 3D LiDAR to a product face the same bottleneck: the sensor hardware is straightforward to source, but the perception software layer is not. Processing raw point cloud data, classifying objects, managing multiple sensors, and exposing structured outputs to the rest of the system requires significant engineering investment — and it is rarely the core competency of a machine builder or system dev

Modern security systems are moving beyond passive video monitoring. When Lidar perception becomes the intelligence layer guiding your PTZ cameras, the system shifts from simple recording and pattern recognition to active, automated tracking based on real measurements. It also adds another type of perception and intelligence that is impossible to achieve with traditional CCTV systems. Here are six key advantages. 1. Cost Effective Architecture With Smart PTZ Control Instead of

High-detail scan of the material At a modern metal recycling site, scrap rarely arrives in neat, predictable forms. Instead, what moves along conveyors and sortation lines is dense, mixed material with shifting geometries that have long made automation feel unreachable. That is precisely why Swerim initiated and leads the project PURESCRAP which focuses on automated systems for online characterization of post-consumer scrap. As a leading industrial research institute focuse