
Build the Future of Intelligent Thermal Management
Build the Future of Intelligent Thermal Management
Join our core team in building the foundational AI platform to unlock the next era of performance and efficiency.
Join our core team in building the foundational AI platform t
o unlock the next era of performance and efficiency.

Build the Future of Intelligent Thermal Management
Join our core team in building the foundational AI platform to unlock the next era of performance and efficiency.
Solving the "Big Heat" Problem, Intelligently
Solving the "Big Heat" Problem, Intelligently
Solving the "Big Heat" Problem, Intelligently
Problem
Heat isn't just a byproduct; it's the fundamental physical limit constraining the next generation of EVs, AI, and high-performance computing. Existing reactive methods are failing, creating a massive 'Inefficiency Tax' . Fluorion was founded to provide the missing intelligence layer.
Vision & Impact
Our vision is to make Thermal Intelligence the standard. By joining Fluorion, you’ll contribute directly to technology that enables faster EV charging, denser data centers, safer aerospace systems, and a significantly more energy-efficient world. We're building the foundational platform, akin to what NVIDIA did for compute or Scale AI for data."
Problem
Heat isn't just a byproduct; it's the fundamental physical limit constraining the next generation of EVs, AI, and high-performance computing. Existing reactive methods are failing, creating a massive 'Inefficiency Tax' . Fluorion was founded to provide the missing intelligence layer.
Vision & Impact
Our vision is to make Thermal Intelligence the standard. By joining Fluorion, you’ll contribute directly to technology that enables faster EV charging, denser data centers, safer aerospace systems, and a significantly more energy-efficient world. We're building the foundational platform, akin to what NVIDIA did for compute or Scale AI for data."
Problem
Heat isn't just a byproduct; it's the fundamental physical limit constraining the next generation of EVs, AI, and high-performance computing. Existing reactive methods are failing, creating a massive 'Inefficiency Tax' . Fluorion was founded to provide the missing intelligence layer.
Vision & Impact
Our vision is to make Thermal Intelligence the standard. By joining Fluorion, you’ll contribute directly to technology that enables faster EV charging, denser data centers, safer aerospace systems, and a significantly more energy-efficient world. We're building the foundational platform, akin to what NVIDIA did for compute or Scale AI for data."
The Challenge:
Architecting the Panofluxa Platform
The Challenge:
Architecting the Panofluxa Platform
The Challenge:
Architecting the Panofluxa Platform
Core Tech
At our core is the Panofluxa AI Core, leveraging cutting-edge, physics-informed AI (PINNs) and proprietary frameworks like our 'Entropy-Reset PINN'. We engineer AI that truly understands thermal dynamics, enabling predictive accuracy far beyond conventional methods.
The Complexity
This is a deep-tech endeavor. We're solving complex inverse problems, creating real-time digital twins from sparse data, optimizing multi-scale systems adaptively, and ensuring robustness for safety-critical applications. It demands innovation at the intersection of AI, computational physics, and systems engineering."
Full-Stack Vision
Our AI enables a full-stack approach. While we lead with software intelligence, we integrate deeply with hardware, designing holistic systems where predictive control unlocks maximum performance. You'll help shape this entire intelligent stack."
Core Tech
At our core is the Panofluxa AI Core, leveraging cutting-edge, physics-informed AI (PINNs) and proprietary frameworks like our 'Entropy-Reset PINN'. We engineer AI that truly understands thermal dynamics, enabling predictive accuracy far beyond conventional methods.
The Complexity
This is a deep-tech endeavor. We're solving complex inverse problems, creating real-time digital twins from sparse data, optimizing multi-scale systems adaptively, and ensuring robustness for safety-critical applications. It demands innovation at the intersection of AI, computational physics, and systems engineering."
Full-Stack Vision
Our AI enables a full-stack approach. While we lead with software intelligence, we integrate deeply with hardware, designing holistic systems where predictive control unlocks maximum performance. You'll help shape this entire intelligent stack."
Core Tech
At our core is the Panofluxa AI Core, leveraging cutting-edge, physics-informed AI (PINNs) and proprietary frameworks like our 'Entropy-Reset PINN'. We engineer AI that truly understands thermal dynamics, enabling predictive accuracy far beyond conventional methods.
The Complexity
This is a deep-tech endeavor. We're solving complex inverse problems, creating real-time digital twins from sparse data, optimizing multi-scale systems adaptively, and ensuring robustness for safety-critical applications. It demands innovation at the intersection of AI, computational physics, and systems engineering."
Full-Stack Vision
Our AI enables a full-stack approach. While we lead with software intelligence, we integrate deeply with hardware, designing holistic systems where predictive control unlocks maximum performance. You'll help shape this entire intelligent stack."
Seeking Pioneering Technical Leaders & Engineers
Seeking Pioneering Technical Leaders & Engineers
Seeking Pioneering Technical Leaders & Engineers
Fluorion is building a lean, world-class founding team driven by technical excellence and a passion for solving hard, impactful problems. We value intellectual curiosity, rigorous execution, and a collaborative spirit.
Focus on Impact & Expertise
Are you excited by the challenge of applying advanced AI and physics-based modeling to revolutionize a fundamental aspect of modern technology?
Do you have deep expertise in areas like computational physics, multi-physics simulation, machine learning (especially PINNs or related methods), real-time control systems, or high-performance software architecture?
Are you driven to lead technically, architect foundational systems, and build something meaningful from the ground up in a fast-paced environment?
If you are a technical leader, researcher, or exceptional engineer who resonates with our mission and thrives on tackling deep-tech challenges, we want to connect with you.
Fluorion is building a lean, world-class founding team driven by technical excellence and a passion for solving hard, impactful problems. We value intellectual curiosity, rigorous execution, and a collaborative spirit.
Focus on Impact & Expertise
Are you excited by the challenge of applying advanced AI and physics-based modeling to revolutionize a fundamental aspect of modern technology?
Do you have deep expertise in areas like computational physics, multi-physics simulation, machine learning (especially PINNs or related methods), real-time control systems, or high-performance software architecture?
Are you driven to lead technically, architect foundational systems, and build something meaningful from the ground up in a fast-paced environment?
If you are a technical leader, researcher, or exceptional engineer who resonates with our mission and thrives on tackling deep-tech challenges, we want to connect with you.
Fluorion is building a lean, world-class founding team driven by technical excellence and a passion for solving hard, impactful problems. We value intellectual curiosity, rigorous execution, and a collaborative spirit.
Focus on Impact & Expertise
Are you excited by the challenge of applying advanced AI and physics-based modeling to revolutionize a fundamental aspect of modern technology?
Do you have deep expertise in areas like computational physics, multi-physics simulation, machine learning (especially PINNs or related methods), real-time control systems, or high-performance software architecture?
Are you driven to lead technically, architect foundational systems, and build something meaningful from the ground up in a fast-paced environment?
If you are a technical leader, researcher, or exceptional engineer who resonates with our mission and thrives on tackling deep-tech challenges, we want to connect with you.
Shape the Future with Fluorion
Shape the Future with Fluorion
Shape the Future with Fluorion
Foundational Impact
Play a critical role in defining the core technology and product direction of a pre-seed deep-tech company.
Significant Equity
Join us at the ground floor and share meaningfully in the value we create together.
Solve a Massive Problem
Tackle intellectually stimulating challenges with tangible, global impact on energy efficiency and technological progress.
Build a World-Class Team
Collaborate closely with a dedicated team and help shape our engineering culture.
Cutting-Edge Technology
Work at the forefront of physics-informed AI and its application to real-world industrial systems.
Foundational Impact
Play a critical role in defining the core technology and product direction of a pre-seed deep-tech company.
Significant Equity
Join us at the ground floor and share meaningfully in the value we create together.
Solve a Massive Problem
Tackle intellectually stimulating challenges with tangible, global impact on energy efficiency and technological progress.
Build a World-Class Team
Collaborate closely with a dedicated team and help shape our engineering culture.
Cutting-Edge Technology
Work at the forefront of physics-informed AI and its application to real-world industrial systems.
Foundational Impact
Play a critical role in defining the core technology and product direction of a pre-seed deep-tech company.
Significant Equity
Join us at the ground floor and share meaningfully in the value we create together.
Solve a Massive Problem
Tackle intellectually stimulating challenges with tangible, global impact on energy efficiency and technological progress.
Build a World-Class Team
Collaborate closely with a dedicated team and help shape our engineering culture.
Cutting-Edge Technology
Work at the forefront of physics-informed AI and its application to real-world industrial systems.
Future Opportunities
Future Opportunities
Future Opportunities
As we grow post-funding, we anticipate expanding our expertise across the full stack – from core AI research to hardware deployment:
AI / Machine Learning Engineering (PINNs, MPC, Deep Learning)
Computational Physics & Thermal Simulation
Thermal Systems Engineering (Component & System Design, Testing, Validation)
Mechanical Design Engineering (Hardware Prototyping, Integration, DFM)
Hardware/Software Integration Engineering
Embedded Software Engineering
Platform & Cloud Engineering
Business Development & Strategic Partnerships
Don't see a specific role? If our mission excites you, reach out anyway. We're always open to connecting with exceptional talent.
As we grow post-funding, we anticipate expanding our expertise across the full stack – from core AI research to hardware deployment:
AI / Machine Learning Engineering (PINNs, MPC, Deep Learning)
Computational Physics & Thermal Simulation
Thermal Systems Engineering (Component & System Design, Testing, Validation)
Mechanical Design Engineering (Hardware Prototyping, Integration, DFM)
Hardware/Software Integration Engineering
Embedded Software Engineering
Platform & Cloud Engineering
Business Development & Strategic Partnerships
Don't see a specific role? If our mission excites you, reach out anyway. We're always open to connecting with exceptional talent.
As we grow post-funding, we anticipate expanding our expertise across the full stack – from core AI research to hardware deployment:
AI / Machine Learning Engineering (PINNs, MPC, Deep Learning)
Computational Physics & Thermal Simulation
Thermal Systems Engineering (Component & System Design, Testing, Validation)
Mechanical Design Engineering (Hardware Prototyping, Integration, DFM)
Hardware/Software Integration Engineering
Embedded Software Engineering
Platform & Cloud Engineering
Business Development & Strategic Partnerships
Don't see a specific role? If our mission excites you, reach out anyway. We're always open to connecting with exceptional talent.

Next Steps
Build the Future with Us
We are assembling a world-class team to solve the critical thermal challenges in high-performance industries.
If you are passionate about deep tech, AI, and building sustainable energy solutions, let's connect.




Next Steps
Build the Future with Us
We are assembling a world-class team to solve the critical thermal challenges in high-performance industries.
If you are passionate about deep tech, AI, and building sustainable energy solutions, let's connect.

