Industrial AI Infrastructure for Global Markets
For critical industry operations where decision-making depends on data credibility, we deliver a digital trust infrastructure built to withstand commercial and regulatory scrutiny.
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Without Context, AI Doesn't Work.
Industrial AI must be built upstream — on trusted, contextualized infrastructure. Read the full white paper by CEO and Founder Dan Harple.
One platform. Verified data. Validated workflows. Any output.
The Context Labs platform ingests operational and enterprise data at source — operational data, design and engineering data, enterprise data, and contextually relevant external data — and seals it cryptographically into Asset Grade Data (AGD™). Our technology models the relationships between every asset, measurement, contract, and counterparty into a structured, governed graph.
From that foundation, the platform models a digital twin of every asset, tracks its carbon and operational attributes at source, grounds AI decisions in verified data, maps regulatory reporting to any framework the market demands, and delivers certification that third-party auditors can trace.
A data infrastructure platform setting the foundations for AI.
Industries We Serve
Billions of data points daily, all contextualized, cryptographically secured, trusted and provable. Applied across industries, with verified relationships, provenance, and an unbroken chain of custody.
Built for scale.
Deployed with major customers representing over one third of the US natural gas energy supply chain. Designed and built by a team that has powered innovations in prior companies used by billions of internet users worldwide. AI at scale, In Context.
Partnerships & Customers
News
May 27, 2026
On the Future of Talent & AI: Humans Will Always Rule
The Commencement Audience Didn’t Boo AI. It Responded to Purpose. In a time of facing talent uncertainty, and an impending AI revolution, we take a look at what we’re really doing here. […]
Read moreMay 8 ,2026
Context Labs Referenced in IEA Global Methane Tracker 2026
Context Labs is referenced in the International Energy Agency’s (IEA) Global Methane Tracker 2026 report, within the chapter “Addressing Methane in the Marketplace” […]
Read morePress
“Context Labs is working with some of the largest energy companies in the world to verify emissions reductions. Amidst a global wave of corporate pledges to decarbonize or reach net-zero emissions, a system for verifying actual greenhouse gas reductions has never been more important.”
“Every company now has an energy-transition strategy. Context Labs can help them make their emissions more digitally quantifiable.”
“Context Labs uses machine learning technology to help companies across natural gas, chemical and other industries measure their carbon emission footprint. It does so by curating and verifying data on production processes from the source, as opposed to relying on industry estimates.”
Speak with our team.
We invite you to share your priorities and requirements. We will show you what becomes possible operationally, commercially, and strategically when your data carries the right context.
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