Mineflow is an AI-powered platform revolutionizing mineral exploration by transforming site data into highly accurate predictions of mineral deposits. Utilizing advanced neural networks, Mineflow generates 2D prospectivity maps and 3D block models, enabling geological teams to visualize and understand the composition and structure of underground minerals more effectively. The platform supports integration with various data formats and aids exploration teams in making data-driven decisions, ultimately enhancing the efficiency and accuracy of mineral exploration projects.

ROSA (Rover Sequencing & Autonomy) is a comprehensive autonomy framework developed by NASA’s Jet Propulsion Laboratory for space robotics. It features a modular AI planner, constraint-aware scheduler, and built-in simulators that produce validated command sequences for rover operations. Users can define mission objectives, resource constraints, and safety rules; ROSA will generate optimal execution plans, detect conflicts, and support rapid replanning in response to unexpected events. Its plugin architecture allows integration with custom sensors, actuators, and telemetry analysis tools, facilitating end-to-end mission autonomy for planetary exploration.