Acaysia Wants to Control the Impossible

Field notes

The system represents a plant through a typed description of unit operations, including balances, connections, measurements, and controls, then applies model predictive path integral control during operation. The homepage says each cycle evaluates thousands of trajectories and returns to existing PID control within 100 milliseconds on a fault. It also describes on-premises retraining with versioned rollback and a staged path from shadow mode to advisory operation before greater autonomy.