
Why CogniSet Exists
Capital moves on intelligence.
Most intelligence is guesswork.
CogniSet was built to close that gap. We develop AI-powered data products for the energy, mining, and environmental sectors. Every product produces a scored, authenticated, machine-verifiable intelligence output. Not a report. Not an opinion. A record that stands on its own.
A compelling offer is ten times more effective than a convincing argument. We build the offer.
How It Works
Three things every CogniSet product does.
Portfolio
Four Products. One Engine.
Each CogniSet product goes to market separately. All share the same AI inference engine, data layer, and authenticated output stack.
Critical Minerals Intelligence
CMI
Multi-mineral site scoring for federal agencies and operators. Deposit probability, extraction economics, ITC eligibility, and regulatory status delivered as an authenticated intelligence report.
Reservoir
Produced water and subsurface liquid intelligence. Lithium brine source scoring, helium ISR well analysis, AMD treatment assessment, and carbon sequestration baseline.
LithiumGlobal
The global intelligence standard for the lithium economy. LithiumOracle, LithiumRatio, LithiumTrace, and the Verification Loop. Built for operators, lenders, and regulators.
ITC Intelligence
AI-powered site scoring for Investment Tax Credit eligibility. Section 48C and 45X credits, energy community bonuses, and transferable credit valuation before capital is committed.
The Long Game
A model that gets better
with every deployment.
Every operator decision fed back into the CogniSet engine makes every future prediction more accurate. Where they drilled. What they found. What grade they produced. All of it sharpens the model.
A competitor who builds the same technology stack two years from now competes against a model trained on two years of real-world operator outcomes. They start from zero. CogniSet starts from wherever it is when they show up.
"A compelling offer is ten times more effective than a convincing argument."
Peyton Jackson, CogniSet LLC