MARIUS HILLS

Commercial Gateways into Lunar Lava Tubes

Powering TiO2 Mining with ISRU.AI’s Autonomous Intelligence

Lava-Tube Habitats Enable Lunar Mining

Radiation & Dust Protection

Lava tubes safeguard habitats, labs, and storage from radiation and dust, supporting continuous crewed operations.

Thermal Stability

Stable subsurface conditions reduce life-support and storage energy needs; TiO₂ extraction and processing occur on the lunar surface.

Scalable Operations

Spacious lava tubes host people and critical infrastructure, enabling large-scale TiO2 mining with ISRU.AI robotic systems.

What We Deliver with ISRU.AI

TiO2 Resource Mapping

ISRU.AI Graph Convolutional Networks map TiO2-rich ilmenite in the lunar Marius Hills.

Swarm Robotics for Mining

ISRU.AI distributed reinforcement learning controls robotic fleets for TiO2 excavation.

Process Optimization

ISRU.AI neural networks optimize TiO2 reduction and oxygen production for efficiency.