The AI tools used in Mining & Resources in Australia, organised by job to be done, and how to connect them with osFoundry.
dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.
There are dozens of AI tools aimed at mining & resources, and the hard part is not finding one — it is choosing tools that fit your data, your workflow and your Australian compliance obligations. This guide organises the options by the job they do.
AI tools for mining & resources, by job
| Job to be done | Type of AI tool |
|---|---|
| Ore-grade prediction and exploration analytics | Predictive / analytics model |
| Autonomous haulage and equipment telemetry | Task-specific AI tool |
| Predictive maintenance | Task-specific AI tool |
| Tailings and environmental monitoring | Task-specific AI tool |
| Worker-safety vision systems | Computer vision model |
Rather than buying a separate point tool for each row, many Australian teams connect their chosen models and data through a single orchestration layer, which keeps cost and governance manageable.
How to evaluate mining & resources AI tools in Australia
Three questions cut through most of the noise: Where does my data go (and can it stay in Australia)? Does the tool lock me to one AI model or let me bring my own key? And does it produce an audit trail I can show a regulator? Resources are state-regulated — in Western Australia by the Department of Mines, Petroleum and Exploration (DMPE) for tenure, safety and approvals, with equivalents in other states; Geoscience Australia is the federal data custodian (not a licensing regulator), and Safe Work Australia model WHS laws apply via state mining-safety regulators.
Connecting tools without lock-in
osFoundry is model-agnostic and bring-your-own-key: it runs the AI model you choose, on usage-based pricing with no per-seat fees, and can be self-hosted in an Australian cloud region or run locally. osFoundry’s managed cloud pins data to the US, EU or Japan — it does not currently offer an Australian managed region. For data that must stay in Australia, the honest path is self-hosting osFoundry (BYO Cloud) inside an Australian cloud region such as AWS (Sydney or Melbourne), Microsoft Azure (Australia East, Australia Southeast or Australia Central in Canberra) or Google Cloud (Sydney or Melbourne), or running models locally on-device.
Where dgm fits
dgm is an independent integration partner that helps Australian businesses adopt osFoundry — scoping a first use case, handling the build, and connecting AI to the systems you already run. dgm can audit which mining & resources tools you actually need and connect them to the systems you already run. dgm is independent of osFoundry’s maker (OS LLC) and has no completed client integrations yet, so everything described here is a service offered, not a past result. If you want to scope a practical first project, dgm can help you map it out.