Every facility at its true capacity.
Lumaril connects to existing control systems, learns how each facility performs best, and continuously optimizes production for higher throughput, better yield, and more reliable operations.

The physical economy is falling short of its potential
The world’s industrial infrastructure is powered by decades-old systems that are rigid and rule-based, run by veteran operators who are retiring faster than they are being replaced. These facilities produce the goods that define modern life, but they struggle to reach their true capacity for throughput and yield.
An industrial autonomy layer for physical production
Our platform connects to the systems you already run, builds a live picture of your operation, and acts on it: continuously, autonomously, safely.
Connect
Direct integration with your existing control systems, augmented with commodity audio and visual sensors. No rip-and-replace.
Understand
Continuous ingestion builds a real-time model of what is actually happening inside the facility.
Decide
Classical control methods and state-of-the-art AI and ML determine the optimal action at every moment.
Act
The platform autonomously adjusts setpoints, control logic, and coordination through a safety layer to drive output and yield.
With Lumaril, every facility is your best facility, every run is your best run, and every operator is your best operator.
Who we serve
Complex, capital-intensive operations
We partner with industrial facilities where the gap between actual and possible production is measured in millions. We’re paid on the production we add, so we win when you do.
- Manufacturing
- Chemicals
- Biologics
- Oil & Gas
- Agriculture
- Polymers
The team
A team that knows what it takes to build and scale technology in the real world
Lumaril is led by engineers and operators who built the software spine of modern industry, backed by a broader team bringing that experience to every facility we work with.

Co-founder
Mark Elliot
Creator of Palantir Foundry and Palantir Commercial CTO, CTO at Theorem, engineer at Lockheed Martin
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Head of operations
Kim Lear
Global Public Sector Lead at Palantir, SVP and Head of New Markets at Zipline
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Head of business development
Steve Frost
Mission Operations at Anduril, infantry officer in the United States Marine Corps
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