We Know Where Pakistan's Minerals Are. The Problem Is Everything That Happens After.

Last month, I was sitting with a mining company owner in Peshawar. He'd spent PKR 40 million on exploration over two years. Drilled in three locations. Found nothing commercially viable. When I looked at his site selection methodology, it was essentially this: a geologist walked around, collected surface samples, and made a recommendation based on visual assessment and some outdated geological maps from the 1970s.

Forty million rupees. Gone.

This is not an unusual story. I hear versions of it every single week. And it explains, better than any policy paper, why Pakistan's mineral wealth remains largely in the ground.

The $6 Trillion Number Is Real. The Execution Gap Is Also Real.

Pakistan mineral reserves are estimated at $6 trillion by the Geological Survey of Pakistan. Copper-gold deposits in Reko Diq alone are worth an estimated $100 billion. Balochistan sits on massive chromite reserves. Gilgit Baltistan — where I personally own 15 mines — has gemstones, marble, granite, and gold deposits that most people in Islamabad don't even know exist.

But here's what nobody talks about honestly: knowing reserves exist and actually extracting them profitably are two completely different problems. And Pakistan has been stuck on the first one for decades.

The mineral wealth Pakistan holds isn't theoretical. We have copper in Chagai, lithium indicators in the northern areas, coal in Thar that's finally getting some attention, emeralds in Swat, gold traces across multiple districts in KPK and GB. The geology is favorable. The potential is massive. So what's going wrong?

I've been thinking about this for years, and I think it comes down to three things that compound each other.

Bad Data, Expensive Guesses, and Misaligned Incentives

The data problem is worse than people realize. Most geological mapping in Pakistan dates back to work done between the 1960s and 1990s. The Geological Survey of Pakistan has done heroic work with limited budgets, but the coverage is incomplete, the resolution is low, and the data isn't digitized in any way that's useful for modern analysis. When a mining company wants to explore a new area in Balochistan or GB, they're often starting from almost zero.

So what happens? They hire a geologist, do some fieldwork, collect samples, maybe run some geophysical surveys if the budget allows. This process takes months. Sometimes years. And it costs tens of millions of rupees before you even know if there's anything worth mining.

For large multinationals like Barrick Gold (now working on Reko Diq), this is manageable. They have the capital to absorb failed exploration. But for the hundreds of smaller mine owners across Pakistan — the guys in Chitral, Mohmand, Khuzdar, Skardu — this cost is prohibitive. So they either don't explore properly, or they mine whatever's visible on the surface without understanding what's underneath. Both approaches leave value in the ground.

Then there's the incentive problem. Provincial mining departments issue licenses. The federal government sets policy. Private companies do the actual work. And none of these groups share data with each other effectively. I've seen situations where two different companies are exploring adjacent blocks and neither knows what the other has found. That's not a technology failure — it's a structural one. But technology can work around it.

What Changes When You Can See Through Rock From Space

I started GeoMine AI because I was tired of the guessing. I own mines. I've spent my own money on exploration that went nowhere. And I knew there had to be a better way to narrow down targets before putting boots on the ground.

Here's what satellite-based mineral exploration actually does. We use multispectral data from Sentinel-2 and ASTER satellites to identify mineral alteration zones — areas where the spectral signature of the surface indicates the presence of specific minerals. Iron oxide anomalies often indicate gold potential. Hydroxyl alterations can point to copper porphyry systems. Clay mineral mapping helps identify hydrothermal systems where valuable deposits form.

We combine this with SAR (Synthetic Aperture Radar) data to map structural geology — faults, lineaments, fold patterns — regardless of cloud cover or vegetation. SRTM DEM data gives us detailed terrain models so we understand the geomorphology. Then our AI models integrate all of this to generate prospect maps with probability scores.

The result? Instead of exploring 500 square kilometers blindly, you can focus on the 15-20 square kilometers that actually show geological promise. That's not a minor improvement. That's the difference between a PKR 40 million exploration program and a PKR 5 million one. For the same — often better — results.

I want to be clear about what this doesn't do. Satellite data doesn't replace drilling. It doesn't replace on-ground geologists. It doesn't give you a guaranteed deposit. What it does is dramatically reduce the area you need to investigate and increase your probability of success. Think of it as going from a shotgun approach to a rifle approach.

What I've Seen Change in the Last Two Years

We've run analyses across Balochistan, KPK, and Gilgit Baltistan. Some of what we've found has been surprising. Areas that were dismissed decades ago show strong spectral anomalies for copper mineralization. Zones in GB that people were mining for one mineral show indicators for others that nobody tested for.

Honestly, the untapped minerals Pakistan is sitting on aren't just untapped because of security issues or policy failures — though those matter. A huge part of it is simply that we never looked properly. We never had the tools to look at the full picture.

The Reko Diq project took over 20 years to get from discovery to development. Twenty years. If Pakistan wants to tap even 10% of its mineral potential in the next decade, we can't afford that timeline for every deposit. We need faster, cheaper, more accurate exploration — and we need it at scale.

I talk to mine owners in GB almost daily. These are practical people. They don't care about buzzwords. They want to know: where should I dig, how deep, and what will I find? That's exactly the kind of question satellite intelligence can help answer, at a fraction of what traditional exploration costs.

The $6 trillion isn't going anywhere. The minerals will wait. But Pakistan can't. Every year we delay proper exploration, other countries with similar geology — like Chile, DRC, Australia — move further ahead in attracting mining investment. The technology exists right now to change how we explore. The question is whether we'll actually use it.