Autonomous excavator and haul truck working in an open-pit mine on Earth at dawn
Mission Concept

Autonomous excavation on Earth.

The space economy runs on materials that still have to be dug out of the ground. We are designing the AI-operated excavation and processing systems that supply critical minerals, metals, and feedstock on Earth, and prove the autonomy model before we take it off-world.

Partner on hardware
Mission Snapshot

A pilot-scale operation to prove the supply chain can close.

MISSION-EX-01

Target

Critical-mineral deposits on Earth, rare earths, lithium, nickel, and cobalt, that feed propulsion, avionics, and structural supply chains for space hardware.

OBJECTIVE

Objective

Demonstrate AI-driven excavation, sorting, and beneficiation at pilot scale to prove the autonomous systems that will later extract resources off-world.

STATUS-CONCEPT

Status

Concept stage. Seeking AI, robotics, and subsystem partners, plus seed investors to advance the program through design reviews and a pilot site.

The Economic Case

Why excavation is the next autonomy bottleneck.

Launch costs are collapsing. Reusable rockets can deliver mass to orbit for a fraction of what it cost a decade ago. But the bottleneck is moving upstream: every spacecraft, satellite, and ground system is built from metals and minerals that are expensive to extract and unevenly supplied.

Rare earths, lithium, nickel, and cobalt sit at the base of the entire hardware stack, from magnets and batteries to alloys and structures. Secure them at lower cost and the economics of everything built on top improve.

Our program focuses on AI-driven excavation and beneficiation, the largest mass-flow, the highest energy demand, and the least automated step in the chain. Solve that on Earth, and the same control systems become the blueprint for extracting resources off-world, where the human operator cannot be in the loop.

System Overview

From ore to refined feedstock in four stages.

SYS-01

AI-guided excavation & haulage

Robotic excavators and haul trucks plan their own paths, adapt to terrain, and run continuously. Removing the operator from the pit cuts cost per tonne and builds the control stack needed for remote lunar operations.

SYS-02

Sensor-based sorting

Ore is scanned with X-ray, hyperspectral, and computer-vision sensors and sorted grain by grain. Waste rock is rejected early, so only high-grade material moves downstream, slashing energy and water per unit of metal recovered.

SYS-03

Adaptive beneficiation

Crushing, grinding, and separation are controlled by machine-learning models that adjust in real time for ore variability. Tighter process control raises recovery rates and shrinks the tailings footprint.

SYS-04

Refining & feedstock output

Concentrate is refined into the metals and compounds that supply chains actually buy, the raw inputs for alloys, magnets, batteries, and structural components used across aerospace manufacturing.

Path to Off-World Extraction

How the materials get extracted. Three phases.

PHASE-01

Prove it on Earth

Our autonomy stack runs on existing mining equipment at real quarry sites. Self-funding, measurable progress.

PHASE-02

Validate the prototype

With a hardware partner, the same stack is demonstrated in regolith simulant and low light. A working machine, not a paper study.

PHASE-03

Deploy off-world

We are the autonomy layer on a partner's extraction system. Water ice first, oxygen next, metals after.

The resources are known: lunar polar ice splits into propellant, and regolith is 40 to 45 percent oxygen by weight. What is missing is a machine that can dig uncertain ground with no human nearby. That is what we build, and we prove it on Earth first.

Collaborations

We bring the autonomy. Partners bring the iron.

Explural builds the perception, world models, and mission software that let machines dig without a human at the controls. We work with manufacturers and robotics teams who build the hardware, and we prove it together on Earth first.

C-01

Heavy equipment manufacturers

Excavators, loaders, and haulers. We add the autonomy stack to proven machines and run them at terrestrial pilot sites.

C-02

Robotics companies

Manipulators, mobile platforms, and end effectors. Joint field trials that turn lab robots into working excavation crews.

C-03

Sensor and lidar makers

Lidar, cameras, and ground-penetrating radar. Shared datasets that train perception for dust, glare, and low light.

C-04

Mining operators

Active quarries and mines as proving grounds. Real ore, real cycles, and real data on autonomous performance.

Pilot offer: a 90-day autonomy trial on your hardware at an Earth site, with shared data and a joint technical report.

Propose a collaboration
For partners & suppliers

Supply excavation and processing hardware.

We are looking for partners on robotic excavators, autonomous haulage, sensor-based sorting, and mineral processing. If you build or test hardware for mining and material recovery, we want to hear from you.

Supply excavation hardware
For investors

Back a lower-cost supply of critical minerals.

The path from concept to revenue runs through resource mapping, a pilot-scale site, and offtake agreements. Request the brief to see the thesis, the timeline, and where the numbers turn a profit.

FAQ

Safety, permits, and environmental safeguards.