NINOX 360 enables companies to improve their efficiency with increased automation, reducing labor costs, improving quality control, and traceability of faults. We provide self-calibrating, easy to install, and configure networked smart sensors, testing and evaluation services, and general consulting on autonomous robotic applications. Our strength lies in attention to low level details, which enables a superior user experience and ease of integration. Our approach to engineering emphasizes novel numerically stable solutions designed to minimize outlier errors, robust fault detection, operating in degraded modes of operation, and computationally efficiency which enables use of low power hardware.