Data Design Engineering (DDE) introduces On Edge Device Offline AI Technology, embedding AI models within robots and unmanned equipment for autonomous operations even offline and in GPS/GNSS-denied environments. Utilizing compressed Large Multi-Model (LMM) AI systems, it supports real-time decision-making, planning, and human interaction without cloud or network reliance. Core capabilities include SWARM AI, high AI model density integration, AI-driven sensor fusion, collision avoidance, offline SLAM, autonomous navigation, and domain-specific language models. Security features encompass code obfuscation, key distribution, hardware security modules, and physical tamper detection. Applications span drones, AGVs, satellites, ground systems, unmanned vessels, industrial mobile robots, and more. Benefits include true offline autonomy, ultra-high AI model density, versatility across industries, security-first architecture, and AI-driven sensor fusion. The All-in-One Customizable AI Chip delivers seamless integration of various AI models, maximizing AI model capacity per chip with minimized computational needs and minimized cost footprint.​