A physics-grounded evaluative framework for autonomous systems.
Kinetic Logic gives you a leading signal: is your system governing energy with stable margin across its intended environments? Focus validation where margins are thinnest. Ship when the physics say you're ready — not when the mile count feels big enough.
Because kinetic energy scales with speed and mass, the same framework works across heterogeneous fleets — from passenger vehicles to freight trucks to delivery robots. See where margin approaches zero before perturbation causes harm.
The energy-tolerance framework reflects fundamental physics, not domain-specific architecture. Assess whether deployment expansion is accompanied by disciplined energy governance — without dictating how it's achieved, and without waiting for crashes.
Deployment stalls when uncertainty accumulates faster than confidence. Kinetic Logic replaces ambiguity with measurement — projections based on margin stability, not mile counts. Evidence your board can stand behind.
Robotics, drones, industrial automation — any system governing kinetic energy in the real world.