Centeyeprovides miniature / nano UAS (“drones”) with visual sensing to perform GPS-denied autonomy in difficult, particularly indoor/subterranean, environments. We accomplish this using custom-designed hardware solutions, including mixed-signal neuromorphic vision chips, and matching image processing, AI, and control algorithms. We integrate this technology onto existing UAS platforms or, in cases, on UAS platforms of our own design.