How it works
Perception and action form a feedback loop. PaLM-E research, for example, combines language with visual and state inputs for tasks including robotic planning.
Where to start
This perspective helps describe tasks that connect an instruction to the current workplace state. Identify which steps a model plans and which a separate controller executes.
Robot applications →Limits and what to verify
Embodied AI and Physical AI overlap in meaning; neither is a certification category. Understanding an instruction does not demonstrate safe physical execution.
Before requesting a quote
Break the scenario into observation, decision, action and result checking. Establish whether you need a research platform, integration of existing functions, or development of a new capability before requesting a quotation.
Related MALONI platforms
These links help you explore the portfolio. The technologies described are not automatically included in delivery.