Core Insights - Seeing Machines has launched its next-generation 3D Cabin Perception Mapping platform at CES 2026, enhancing real-time monitoring capabilities for vehicle interiors, which is crucial for future mobility solutions [1][6] Technology Overview - The 3D perception mapping solution provides a comprehensive digital reconstruction of the vehicle cabin, enabling accurate and scalable interior sensing from a single perception layer [2][5] - This platform is built on a "clean-sheet" architecture that supports multiple cameras and occupants, allowing for a unified approach to cabin sensing [2][4] - Unlike traditional methods, the platform simultaneously addresses the entire cabin, improving consistency and accuracy even with noisy sensor data [3][5] Development and Deployment - The architecture allows for decoupling of feature development from camera configurations, which reduces development time, cost, and effort [4] - The platform is designed for flexibility, supporting various 3D technologies and potential applications beyond automotive, including robotics and human-machine interactions [5] CES 2026 Demonstration Features - The platform showcased features such as real-time digital reconstruction of the cabin, body size and shape detection, out-of-position occupant detection, seat configuration analysis, child seat detection, and random object detection [7][8] Company Background - Seeing Machines, founded in 2000 and headquartered in Australia, is a leader in vision-based monitoring technology, focusing on enhancing safety through AI algorithms and real-time understanding of vehicle operators [9]