What We Do

A trusted broker between the oilfield and the AI frontier.

We license Texas oil & gas companies' anonymized operational data to the labs training the world's most capable AI models.

Industrial data is AI's next frontier.

Frontier models have largely exhausted the public internet. What they need now is specialized, high-fidelity data from the physical world — the kind that lives on servers in Midland, Houston, and Fort Worth.

Texas operators have spent decades capturing exactly that: drilling parameters, completion designs, SCADA and sensor telemetry, maintenance histories, production curves, and field reports. Most of it sits idle after its operational use is done.

Lonestar Data identifies what's valuable, strips it of anything sensitive or identifying, packages it to lab specifications, and negotiates licenses that put real dollars back on your balance sheet.

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Source

We work with operators to inventory historical and ongoing operational datasets and assess their market value.

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Anonymize

Well identifiers, locations, counterparties, and personnel are removed or obfuscated to protect competitive position.

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License

We structure and negotiate non-exclusive or exclusive licenses with frontier AI labs on your terms.

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Your field data is worth more than you think.

A confidential conversation costs nothing. We'll tell you what your data could be worth — and to whom.

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