Why Kairos
The bottleneck to human progress is our rate of invention.
We can build almost anything but we can only design what we can imagine. The design spaces that matter most in aerospace, energy, materials, etc. are too vast for human intuition alone to search.
Kairos exists to close that gap. We're building AI that discovers novel physical designs from specifications and physics then we turn those discoveries into real products that work in the real world.
How it works
From specification to novel hardware.
We're building AI that invents from physics. The system reasons about what's possible, searches for what's better, and produces designs ready to build.
Define what you need
Performance targets, physical constraints, and operating conditions. The system works from the problem, not from existing solutions.
AI searches the design space
Neural-guided program synthesis evolves candidate designs, evaluating each against the first principles of the system.
Novel designs emerge
The system discovers configurations that are physically valid but non-obvious—designs a human engineer wouldn't draw but physics says should work.
Live demo
Watch the AI invent.
Describe an engine. The system parses your spec, evolves design functions across multiple populations, and produces a novel 3D geometry—all grounded in real thermodynamics.
First product
Aerospace components.
Aerospace compresses thermodynamics, structural mechanics, heat transfer, and manufacturing into some of the hardest design problems in engineering.
Our first AI-invented designs are aerospace components. The physics is real. The geometries are novel. The goal is hardware.
Join Kairos
Invent things that matter.
We need people who build AI systems, understand physics, and care about making things that work in the real world and not just on paper.