THE THESIS

The industry already paid for the knowledge.

The industry has spent billions drilling, surveying, and assaying. That knowledge doesn't go away when a claim lapses, but the ground it describes often comes back on the market for the cost of a staking fee. Our engine flags the ground where the knowledge and the price don't match.

221,000US mining workers retiring by 2029
−39%Mining-engineering grads since 2016
$590–800BNew mining capex needed by 2040
+50%Copper demand by 2040

Sources: IEA Global Critical Minerals Outlook · CSIS / SME workforce analysis

FULL PAPER

The Investability Gap

Why fundable ground goes unfunded, and what an AI-native exploration company does about it. The full paper is available on request to funds, operators, and partners.

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