An AI-powered mining robotics system is designed to support advanced mineral exploration, detection, and recovery in challenging environments, including underground mines and underwater areas. The technology integrates autonomous robotic operation, AI-based mineral analysis, sensor-driven detection, and automated data collection to identify mineralized zones, locate valuable materials, reduce human exposure to hazardous conditions, and improve overall mining efficiency.