AmbixOS

AmbixOS is a critical infrastructure operations platform that turns sensor and equipment signals into real-time anomaly detection and automated decision-making for telecom towers, utilities, ports, and defence sites. Built on open standards for universal sensor integration, it uses model-based reinforcement learning to power predictive maintenance, threat detection, and autonomous response while requiring far less data than conventional approaches.