AI-Driven Exploration

Finding What 150 Years of Drilling Missed

Mature U.S. basins contain decades of underanalyzed data scattered across disconnected systems. Our AI synthesizes it all to identify the resource opportunities that traditional methods overlook.

The Opportunity
The Data Exists.
The Discoveries Are Hiding in Plain Sight.
America's mature basins hold 150+ years of drilling records -- gas compositions, production histories, geological surveys, and academic research -- all fragmented across dozens of disconnected databases. Our AI reads all of it, identifies patterns no human could find manually, and generates validated exploration targets.

Fragmented by Design

Well data lives across state geological surveys, USGS archives, Bureau of Mines reports, county courthouses, operator files, and academic theses. No single source tells the full story. That fragmentation is our competitive advantage.

Overlooked, Not Exhausted

These basins aren't played out -- they're under-analyzed. When you bring modern AI to historical datasets, patterns emerge that manual review simply cannot detect. Anomalous gas compositions. Overlooked formations. Clusters hiding in the noise.

How It Works
From Fragmented Data
to Validated Targets
1

Data Synthesis

Ingest and reconcile well records from USGS, state surveys, county databases, federal archives, and academic research into a unified dataset with full provenance tracking.

2

Target Identification

AI-driven cluster analysis, anomaly detection, and geological pattern matching across hundreds of thousands of wells. The platform finds what manual review cannot.

3

Validation & Partnership

Desktop reconnaissance, satellite verification, and field confirmation. Validated targets are packaged for qualified operators through structured deal flow.

Capabilities
What We Analyze
Our platform integrates and cross-references data layers that have never been systematically combined before.

Gas Composition Database

Full gas analysis including helium, hydrogen, NGLs, H2S, CO2, and nitrogen. Historical compositions cross-referenced against modern economic thresholds.

Spatial Cluster Analysis

PostGIS-powered identification of well clusters with anomalous characteristics. Spatial correlation with geological structures, fault systems, and formation data.

Production History

Historical production records integrated with operator data, completion details, and formation targets. Identifying underperformance relative to geological potential.

Geological Integration

USGS 3DEP elevation models, fault systems, formation boundaries, and structural data. Terrain analysis reveals geological context invisible in tabular records.

Desktop Reconnaissance

Satellite imagery and Street View verification workflows. 90% of documented coordinates show no visible infrastructure -- we verify before you mobilize.

Ownership Mapping

Operator history, mineral rights research, and lease status tracking. Know who controls the assets around your targets before making a move.

Partnership Model
We Identify and Validate.
You Develop.
The prospect generator model: we do the data synthesis and target validation, you bring the development capital and operational expertise. Aligned incentives for both parties.

Validated Target Packages

Comprehensive deliverables including compiled data, spatial analysis, cluster maps, ownership research, and ground-truthed validation for identified targets.

Regional Database Access

Licensed access to continuously updated well databases with anomaly detection layers. Quarterly updates as new data sources are integrated and analyzed.

Success-Based Partnerships

Flexible structures including validated target sales, overriding royalty interests, and carried interest arrangements. We succeed when you succeed.

Partner With Us
See What the Data
Has Been Hiding
We're identifying targets across the Appalachian Basin with expansion planned into additional mature U.S. basins. Let's explore a partnership.
Get in Touch