How it works
Sensors supply observations, a model evaluates the situation, and a control system turns decisions into motion. Feedback supports adaptation. Simulation can support training and evaluation.
Where to start
For handling objects in changing positions, first specify the variation the robot must handle. Then compare a programmed solution with learned control against the same task.
Robot applications →Limits and what to verify
The Physical AI label does not establish accuracy, safety or production readiness. Results from one research system cannot be assumed for an arbitrary catalogue robot.
Before requesting a quote
Collect examples of objects, lighting and failure situations. Measure task success, operator interventions and cycle time in a pilot. Separate the platform quotation from application development.
Related MALONI platforms
These links help you explore the portfolio. The technologies described are not automatically included in delivery.