The Investor's Playbook for Due Diligence on Pakistani Mining Projects (From Someone Who's Bought Bad Ones)

I once wired money for a chromite lease in Muslim Bagh based on a two-page report and a WhatsApp voice note. That was 2019. The pit had already been picked clean by the previous holder, and the "proven reserves" were mostly wishful thinking scribbled on a scan of a scan.

I lost about 3.2 million rupees on that one. Cheap lesson, honestly, considering some investors I know have dropped 40 crore on projects that never produced a single ton.

So here's what I do now before touching anything. And satellite reports sit right at the front of that process — not because they replace boots on the ground, but because they tell you where to point the boots.

Start with what the ground itself is admitting

Every mineral project pitch sounds good on paper. The seller has a story. The geologist has a map. Somebody's cousin knows a guy at the mines department.

None of that matters until you check the physical evidence from orbit.

When we run a mineral project evaluation at GeoMine AI, the first thing I look at isn't the mineral prediction. It's the alteration signatures. Sentinel-2 and ASTER data pick up mineral alteration zones — the chemical fingerprints left when hydrothermal fluids moved through rock millions of years ago. Gold, copper, these don't show up as shiny nuggets from space. They show up as clay alteration, iron oxides, silica caps. Patterns.

If a seller claims a high-grade gold zone but the ASTER data shows no argillic alteration anywhere near the claimed reserve, that's a problem. A big one.

I got this wrong early on, by the way. I used to think satellite data was just for finding new deposits. Then I realized its real power for investors is checking claims that already exist. It's a lie detector for geology.

So step one of any mining due diligence: pull the alteration map and overlay it on the license boundary. Does the mineralization actually sit inside the lease the seller is offering you? You'd be shocked how often the good rock is 800 meters outside the boundary — on land somebody else owns.

The three checks I never skip

Look, most investors focus only on "is the mineral there." That's maybe 40% of the risk. The rest kills projects just as dead.

Access and terrain. I use SRTM DEM elevation data to see what it'll actually cost to reach the site. A copper showing at 3,900 meters on a 45-degree slope in upper Chitral might be real — and completely uneconomic. You'll spend more building the road than you'll pull out in year one. The elevation and slope analysis tells you haulage reality before you've committed anything. I've walked away from two "amazing" lithium prospects purely because the DEM showed me the logistics were suicide.

Ground stability. This one gets ignored constantly. SAR and InSAR data show ground movement over time. If the satellite record shows the slope above your proposed pit has been creeping 4 centimeters a year, you're looking at a landslide risk that no amount of rich ore justifies. In Gilgit Baltistan, where I own 15 mines, this is not theoretical. I've seen access roads vanish overnight.

History of the site. Time-series satellite imagery is underrated for due diligence. You can pull images going back years and watch what happened on that lease. Was it already mined out? Are there abandoned pits the seller conveniently didn't mention? Is there illegal extraction happening right now that'll become your legal headache the day you sign? The imagery doesn't lie about disturbed earth.

That Muslim Bagh disaster I mentioned? Ten minutes of historical imagery would have shown me the site was already worked over. The pits were sitting right there in the pixels. I just didn't know to look.

Reading the report without a geology degree

Here's the thing — most investors I talk to aren't geologists. They're businessmen, they're expats sending money home, they're funds looking at Pakistan's mineral sector for the first time. And a technical report can feel like it's written to intimidate you.

It shouldn't be. A good satellite report — whether it's our breeze geo mineral analysis or something else — should answer plain questions in plain terms.

Ask these:

Is the target mineral supported by actual spectral evidence, or just historical claims? What's the confidence level on the prediction — and does the report tell you honestly, or does it round everything up to sound impressive? How far is the mineralization from the nearest road, water source, and power? Does the license boundary match where the good rock actually is?

If a report can't answer those clearly, it's marketing, not analysis.

And one more. Any honest geo mining report will tell you what it can't confirm. Satellite data narrows risk, it doesn't eliminate it. Anyone selling you 100% certainty from space is selling you something. You still need a field team to drill and confirm grade. Nobody skips that step. The satellite report just makes sure your drilling budget goes to a real target instead of a hunch.

I tell every investor the same thing. Spend the small money first. A proper remote sensing evaluation costs a tiny fraction of one exploration drill hole. Run it on three projects, and it'll tell you which one deserves the expensive next step. That's the whole point of an investor guide mining approach that actually protects capital — you filter cheaply before you commit expensively.

The projects that survive this process are the ones worth your money. Everything else you can pass on and sleep fine.

Pakistan genuinely has world-class deposits sitting in the ground — copper in Balochistan, gold across the northwest, marble and granite that European buyers pay premium prices for. The problem was never the geology. It was that investors couldn't tell the real projects from the stories fast enough or cheaply enough.

That's changed. So before your next deal, ask yourself one thing — have you actually looked at what the satellites are saying about that lease, or are you trusting the same kind of voice note that cost me 3.2 million?