Exacting
We measure everything in watts and cracks. Vague wins don't count — outcomes do.
About Panevex
We're closing the loop on how solar is made
The world will build tens of terawatts of solar this decade. Panevex exists to make sure every one of those modules ships at peak power — built by lines that see, decide, and improve on their own.
TW-erathe mission
Physical AIthe method
Solarthe focus
Mission
Every module, peak power — at terawatt scale
Solar is the cheapest energy humanity has ever built. But the machines that make it still run open-loop, shipping invisible defects and lost watts across gigawatts. We build the autonomy layer that closes that loop — so the energy transition isn't slowed by the factory floor.
Principles
How we build
Autonomous
We build systems that act, not dashboards that watch. Perception without control is just a chart.
Accountable
Every autonomous action carries its evidence. We earn trust on the floor, one traceable decision at a time.
Why physical AI, why now
The compute, sensors, and edge GPUs to run closed-loop control on a production line finally exist and are affordable. The demand for flawless modules has never been higher. Panevex sits exactly at that intersection — bringing datacenter-grade AI to the factory floor.
- Edge GPUs make real-time control affordable
- Terawatt demand rewards every recovered watt
- The data flywheel compounds into a durable moat
2024
Founded
Panevex starts with a thesis: module lines should close the loop, not just chart it.
2025
First closed loop
Elumnex and Ribbix run closed-loop on a pilot line, proving recovered watts and defect avoidance.
2026
The full stack
Seven agents and the module digital twin unify a whole factory under one policy.
Next
Fleet autonomy
Policy that transfers across gigafactories, standardizing quality at terawatt scale.
$26B
Automation TAM
$6.5B
Serviceable market
7
Coordinated agents
1
Shared module twin
Team
Manufacturing, physics, and AI under one roof
Process & reliability
Decades on real module lines
Physical AI
Edge perception and control
Device physics
Crack mechanics and cure science
“We didn't want to build another inspection vendor. We wanted the line itself to get smarter every shift. That's the whole company.”
PXPanevex FoundersOn why closed-loop, not dashboards
Backing
Built for the terawatt era
Climate & deep-tech investorsManufacturing operatorsPhysical-AI advisorsSolar industry partners
Come build the autonomous factory
We're hiring engineers, process scientists, and operators who want to make every module ship at peak power.