6 commodities · 3.77M samples · every mainland state

AI-powered prospectivity maps
for Australia's key minerals.

Built on millions of high-quality samples, we rank the ground for six commodities — so your next drilling program goes where the evidence points. Our AI isn't a black box: it reasons like a geologist, so you can see why every target ranks where it does.

Two ways to do it: a custom model trained on your own data, or mineBAG, which explains every target. We'll help you pick.

You can't drill on a colour.

Most targeting tools hand you a coloured map and leave you to trust it. We don't work that way.

A hot spot, no reason

Most tools give you a bright colour and no explanation. You can't take that to your board or your JV partner.

Surface only

Satellite alteration maps show what's on the surface — not where the deposit actually is.

No warning where it's wrong

None of them tell you the one thing that saves money: where the map is reliable, and where it's just guessing.

Give us an area and a commodity. Here's what you get back.

Usually within days — in formats your GIS and your geologist can both open.

1

A map of ranked drill targets

Every promising spot on your ground, scored and ranked from best to worst.

2

The evidence behind every target

Host rock, geophysics, geochemistry, alteration — laid out so your team can check our work.

3

A trust flag on every target

Solid evidence, thin evidence, or a guess — so you know which targets to back and which to skip.

4

A drilling shortlist in priority order

Your best targets first, balancing how promising each one is against how sure we are.

5

A report you can hand over

Plain English for your board, your JV partner and your geologist — every line backed by the evidence.

Your data stays yours.

Anything you send us is used for your job only — never put into anyone else's model.

Two ways we model your ground.

For some ground a custom model scores higher. Where you need to defend every target — or there isn't much local data — mineBAG wins. We'll tell you which fits your ground.

Highest accuracy · you keep the model

Custom ML model

A model tuned to your ground — your choice of method (random forest, gradient boosting, YDF) — trained on satellite imagery, the national geoscience dataset and your own samples.

When: Best when there's enough local data to train on, and accuracy is what matters most.

How Custom ML model works
Explains every target

mineBAG

Our analog engine. Every target comes with a plain reasoning chain and a flag for how much real evidence is behind it.

When: Best when you need to defend every target to a board or JV partner, or there isn't much local data.

How mineBAG works

Both run on the same national dataset, both are tested the same honest way, and both flag the ground where they're guessing. Not sure which you need? That's the first thing we work out with you.

Tested on real deposits — region by region.

We tested mineBAG on real, known deposits it had never seen. The score below is how well it picked them out (0.5 is a coin toss, 1.0 is perfect). South Australia is proven for all six commodities.

Commodity SAQLDWAVICTASNTNSW
Gold
orogenic / intrusion-related
0.81
0.82
0.73
Copper
porphyry / IOCG
0.81
0.79
Silver
epithermal / vein
0.78
0.74
0.76
0.71
Lead-Zinc-Silver
SEDEX / VMS
0.75
0.78
0.76
Nickel-Cobalt
magmatic / laterite
0.76
0.85
0.87
Tin-Tungsten
granite-related
0.74
0.75
0.72
Strong (0.80+)
Solid (0.75–0.79)
Good (0.70–0.74)
Most data (NSW)
Not proven yet

An empty cell isn't missing coverage — it's ground we haven't proven yet, so we won't quote a number. What works for one rock type and region won't always work for another, and we'd rather tell you than guess. NSW is where we hold the most data (proven across all six) — ask us for the regional numbers. A custom model is tested the same hidden-deposit way, on your ground.

We tell you where not to trust the map.

Every target comes with a plain flag — how much real evidence is behind it. That's how you stop spending a drilling budget on a bright spot that's really just a guess.

Solid evidence

We've seen ground like this before. Trust the score.

Thin evidence

Not much to go on here. Treat the score as a maybe.

We're guessing

We've never seen ground like this — so we tell you straight, instead of inventing a number.

We'd rather say "we don't know here" than hand you a confident number we can't back up.

The test that actually means something.

A lot of vendors quote accuracy numbers measured on the same ground they trained on. Of course they look good — and they tell you almost nothing about your tenement.

We do it the hard way. We hide the known deposits, build the model without them, then check whether it finds them anyway. That's the only test that tells you how it'll do on your ground.

What works depends on the rock type and the region — not just the commodity. We tell you up front whether your ground is one we've proven, and the map flags the rest. Ask any vendor for their hidden-deposit numbers. If they won't share them, you have your answer.

6

commodities proven

7

states + ACT

0.87

best score so far
(Nickel-Cobalt · TAS)

6 / 6

South Australia
all commodities

Built on every public dataset in the country.

We've pulled together and cleaned the public geoscience for the whole continent — so your ground is scored against the full picture, not a thin local slice.

3.77M

soil & rock samples

814K

mapped rock units · 7 states

71,303

mineral fingerprints

262K

known occurrences & mines

7.4M

map features you can explore

6

national geophysics layers

All public data — Geoscience Australia, the state geological surveys, the Bureau of Meteorology and Google Earth Engine. No proprietary lock-in. Kept up to date.

Working with us

One area at a time. Pilot-friendly, no lock-in. We quote your area up front, so you know the cost before we run anything.

1

Tell us your ground

Send us your area and the commodity. We'll tell you straight whether it's ground we've proven, and which method fits.

2

We run it

We build and run your model against the full national dataset on the cloud.

3

You get the report

Usually within days: ranked targets, the evidence, the trust flags and a drilling shortlist.

4

Bring your own data

Have your own assays or drilling? Send them and we'll fold them in — for your job only.

Straight talk: what this is, and what it isn't

  • MineDSS ranks ground and shows the evidence. It's there to focus your exploration — not a statement of fact.
  • It is not a resource or reserve estimate (JORC / NI 43-101), and not drilling or investment advice.
  • We make no discovery claims. We rank ground and show our reasoning; the drill confirms.
  • Where we're guessing, we say so — we don't hide it.

Better targets. Evidence you can check.

Drilling in Australia? Let's run a pilot on your ground, so you can judge the output — not the pitch.

Scope a pilot AOI

[email protected]