From Data
To Discovery

OreGen deploys multi-agent AI to do the work of an exploration team — synthesizing reports and spatial data to generate actionable targets.

AI-powered mineral exploration

Data-Rich,
Insight-Poor

The mining industry faces a compounding crisis: exploding exploration budgets, decades without major new finds, and petabytes of legacy data sitting unread.

📉

Discovery Gap

Major copper discoveries have declined sharply since the early 2000s. Exploration spend per major discovery has risen ~50x over 30 years — the old playbook is broken.

🗄

Underused Data

Decades of legacy reports, theses, filings, and geophysical surveys remain unread. New satellite and remote sensing data provides critical signal — if only it could be fused and interpreted at scale.

🤖

AI Inflection

Agentic AI now enables iterative hypothesis generation over complex multi-modal datasets. Multimodal LLMs, vector search, and geospatial tools have reached the maturity to tackle exploration.

How It Works

A coordinated team of specialist AI agents, orchestrated end-to-end — from raw data to ranked exploration targets.

AI Agent Team
Orchestrator
Exploration Manager
Agent 01
Mineral Systems Geologist
Agent 02
Geochem / Geophys Specialist
Agent 03
Structural Geologist
Shared Tool Stack
🔍 Vector DB / Literature Search
🌐 Multi-layer Geospatial Query
🤖 Multimodal LLM Calls
📋 Analog Deposit Search
Output from Every Run

🎯 Ranked Exploration Targets

GPS-located targets aligned with the exploration model.

📚 Full Citations

Every claim traced to source — papers, filings, survey reports. No hallucinations.

🔬 Recommended Work Program

Prioritized next steps: geophysical surveys, sampling programs, drill targets.

Pipeline Demo OreGen · Agentic AI for Geologic Exploration

Five Ways
OreGen Finds Value

From dusting off forgotten survey reports to stress-testing a junior miner exploration thesis — OreGen agents are built for the full workflow.

01
Hidden Treasure

Surface the Overlooked

Legacy books, survey reports, theses, and NI 43-101 filings contain buried signals that no one has the bandwidth to read. OreGen extracts localities, assays, and interpretations with full citations — RAG ensures zero hallucinations.

02
New Frontier

Identify Virgin Ground

Highlight under-explored tracts with the right geologic ingredients — structural architecture, host rock assemblages, geophysical signatures — even where no deposits have ever been recorded.

03
Insider Context

Contextualize Your Data

Put your proprietary drill results, assay data, and surveys into regional and global context. Explain anomalies, sharpen hypotheses, and accelerate decisions without leaving your data environment.

04
Found in Translation

Unlock Global Corpora

Enormous volumes of geologic knowledge exist only in Russian, Portuguese, Mandarin, and French. OreGen breaks the language barrier, enabling literature search across the full global record.

05
Due Diligence

Evaluate the Play

Before committing capital, stress-test a junior miner exploration thesis against the global geological record. OreGen delivers an independent, evidence-based verdict on whether the geology holds water — with full citations and a recommended work program.

Built by Industry Professionals

Deep domain expertise meets frontier AI capability.

Alexey Zakharov

Ready to Find What Others Have Missed?

Talk to us about pilots, partnerships, or investment.