Terranox AI

Terranox AI is the first vertically integrated AI-powered uranium discovery company, founded in 2025 and based in San Francisco, CA. The company combines physics-informed AI models purpose-built for uranium with hands-on field exploration programs to discover high-grade uranium deposits across North America. Its platform ingests and processes 70+ years of previously fragmented and largely inaccessible geoscience data - trapped in legacy PDFs and hand-drawn maps - and transforms it into a unified exploration intelligence base that drives smarter, faster deposit discovery.

The company's core system operates across three layers: (1) multi-modal geoscience intelligence that extracts and unifies decades of exploration data; (2) uranium-specific prospectivity mapping that uses AI models trained on historical exploration outcomes to identify high-potential targets that human geologists would likely miss; and (3) sequential decision intelligence that dynamically optimizes each next field action to maximize information gain per dollar spent. This creates a compounding learning flywheel - every drill result, whether a hit or a miss, sharpens the model's predictions across all active projects, giving Terranox an ever-widening edge over traditional exploration methods whose hit rates remain below 1%.

Terranox AI is deeply significant to the US energy supply chain at a pivotal moment. Nuclear power is experiencing a global renaissance driven by AI data center electricity demand, corporate net-zero commitments from Microsoft, Google, Amazon, and Meta, and U.S. executive orders to quadruple domestic nuclear capacity backed by over $80 billion in government commitments. But all of these ambitions have a single critical dependency: uranium fuel. Global uranium production must roughly 4x by 2050, yet the world faces a supply deficit today, aging mines approaching end-of-life, and a 10-15 year lag from discovery to production. By dramatically accelerating and de-risking uranium exploration in stable North American jurisdictions, Terranox AI sits at the most upstream and most vulnerable link of the entire nuclear energy supply chain.