AI-powered autonomy platforms for GPS-denied environments using vision-based SLAM, real-time mapping, modular AI analytics, and on-site command-and-control that run without external infrastructure. Enables faster inspections, safer job sites, and improved visibility across construction, warehouses, transportation hubs, and critical infrastructure for commercial and defense users.