Who We Are

An applied AI lab.
Built by energy people.
Research first.

QuarluxAI is a research lab built by people who have spent their careers inside the machine · the control rooms, the corporate boardrooms, the project sites, the public agencies. We saw what worked, what didn't, and what the industry was missing. So we research it, publish it and build it ourselves.

Our Story

From the energy industry to
applied AI research.

Our founding team brings together more than fifteen years of direct experience across energy commodities, power markets, AI systems engineering, and institutional finance. We've led technology innovation at public utilities, managed major programs at Fortune 500 energy companies, shipped utility-grade infrastructure, and published peer-reviewed research that shapes how the industry thinks about cost optimization and market design.

We've seen firsthand how the largest institutions in the world make decisions · and we know exactly where their blind spots are. The largest energy institutions spend millions building proprietary intelligence in-house. Everyone else relies on recycled data, lagging indicators, and off-the-shelf analytics tools that were designed for a different era. That gap is what QuarluxAI exists to close.

Every model on this platform is built from scratch. Our natural gas forecasting engine trains on over a decade of fundamental data · weather, storage, production, crude linkages, seasonality · without ever anchoring to last week's price. Our hydrogen engine runs thousands of AI-driven simulations across seven ISO zones before you finish your morning coffee. Our data-center economics platform models GPU compute costs, regional grid exposure, and energy gap trajectories that most analysts won't see for another two years.

We don't resell Bloomberg data. We don't wrap a chatbot around public filings and call it intelligence. We write the models, curate the datasets, train the pipelines, and deploy them on infrastructure we own and operate. Every forecast is original intellectual property.

15+
Years
In Energy Markets
51+
Peer-Reviewed
Publications
Live
AI Products
In Production
7
ISO Market Zones
Covered Live
What Sets Us Apart

Institutional DNA.
Startup execution.

We combine the analytical rigor of institutional energy finance with the speed and intensity of a venture-backed AI company. The result is intelligence that would take an in-house team two years and seven figures to replicate.

Energy Industry Pedigree
Our team has led programs and deployed systems across leading energy organizations, public and private. We know what institutional clients need because we've been institutional clients · and we've built the tools we wished we had.
Deep Research Foundation
With 51+ peer-reviewed publications spanning hydrogen systems, AI optimization, and energy economics (SSRN Top 9%), our work isn't speculation · it's published, cited, and stress-tested by the academic community. We bring that same standard to every model we deploy.
Operators, Not Observers
We've led major energy initiatives across the public and private sector · from large-scale AI integration programs to utility-grade infrastructure projects. We don't just model markets; we've operated inside them, negotiated contracts, and shipped real systems.
Capital Raise · Active

We're scaling.
Join us.

QuarluxAI is raising a $5M seed round to accelerate product expansion, grow our subscriber base across the energy industry, and deepen our proprietary AI infrastructure.

$5M
Current Raise
Seed Round
Completed
Platform Build & Launch
Flagship AI products deployed. Proprietary AI pipelines operational. Daily intelligence reports generating every morning.
In Progress
Institutional Growth
Scaling subscriber base across energy developers, utilities, analysts, and public agencies. API access and white-label reports rolling out.
Next Phase
Full Market Expansion
Expanding coverage across additional energy markets, ISO regions, and infrastructure classes. Enterprise SaaS buildout.

If you're an accredited investor, institutional allocator, or strategic partner interested in the future of AI-powered energy intelligence · we'd love to hear from you.

info@quarluxai.com

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