Perception Engine sets new standard in performance, particularly in complex environments where machines and humans interact and where there are frequent changes. With its advanced capabilities to operate seamlessly in unstructured places and dynamically adapt to evolving map features, it can support multiple robot types and a wide range of use cases.  The combination of ease of integration, ease of operations with the low compute and sensor requirements, make Perception Engine an affordable and attractive option for all AMR providers.