Vehicle autonomy grounded in physics. Deployed at the edge.
Most autonomous systems learn the world from scratch — burning compute on what physics already tells you for free. We start with what’s known.
Life’s easier when you cheat.
We start with what’s known: the dynamics, the constraints, the limits. Then we build adaptive systems on top of that foundation. The result is autonomy that performs at the physical edge, not the statistical average.
Three platforms. One physics-informed foundation.
OPTIK™
Real-time 4D perception to detect and track targets while localizing the ego vehicle. OPTIK fuses spatial and temporal data into a unified world model — not just what’s there, but how it’s moving and what it can do next.
DYNAMIK™
AI platform to characterize and predict mobility capabilities — both ego and target. DYNAMIK infers physical properties in real time to determine what a vehicle can physically do, not just what it appears to be doing.
KINETIK™
Full-stack autonomy integrating OPTIK™ and DYNAMIK™ to navigate or engage targets rapidly and safely. KINETIK closes the loop from perception to physics-informed action — operating at the limit of platform performance.
Where physics-aware autonomy matters most.
Defense
Mission-critical autonomy in contested, high-speed environments — including the peri-urban transition zone where standard perception breaks down and physics-aware decision-making determines mission outcome.
Urban
Physics-informed control for the edge cases that statistical approaches miss at speed. As ADAS matures, the gap between good enough and genuinely safe narrows — dynamics-aware systems close it.
Rural
Unstructured terrain where GPS is degraded and map priors don’t exist. Dynamics inference fills the gap — adapting to surface conditions and vehicle state in real time.
Indoor robotics
Constrained environments where real-time dynamics characterization enables tighter, safer operation at higher throughput than conventional approaches allow.
Build with us.
We work with defense primes, integrators, and government programs that need autonomous systems capable of operating where physics matters most. Whether you’re exploring SBIR collaboration, algorithm licensing, or embedded SDK integration — let’s talk.
contact@prioridynamics.com