The future of Physical AI is real-time adaptation and continual learning.
Physical AI has yet to realize the scaling breakthroughs that powered the digital AI revolution. At Dynamical Intelligence, we know that closing the sim-to-real gap will not come from larger open-loop foundation models or more training data alone. True real-world autonomy requires adaptivity, the ability to rapidly adjust to unexpected disturbances, hardware faults and degradation, and changing environments online, without costly GPU retraining. Grounded in physics-based control theory and closed-loop learning, our technology brings operational performance, safety guarantees, and real-time resilience to Physical AI, powering a scalable humanoid workforce and autonomous fleets across the physical world.
Spun out of Caltech, our team of roboticists and ML+Control experts brings decades of combined experience from Caltech, NASA JPL, and high-growth startups deploying autonomous systems on land, in the air, and in space. Our company is currently in stealth. For questions and inquiries, please reach out to hello@dynamicalintelligence.com.













