Case Studies: AI for Mineral Exploration & Geology

─ 01

Discovering rare earths in Australia

How we put our model to the test by asking it to find a recent rare earth discovery using only archive data

How we visualise our models' explorations to serve as a decision aid for explorers

─ 02

How we vectorised and georeferenced scanned Soviet reports to reconstruct historic mineral discoveries

Why mapping is not a solved problem: testing our AI in some of the most challenging multimodal environments

─ 03

How we built a dynamic benchmark to assess model performance on proprietary research datasets

How we track a model's evolution as it formulates and tests hypotheses and fine-tunes itself on the results

Work with us

We work with exploration companies and data holders, often through an earn-in or joint venture rather than a conventional software engagement.