Make physical AI actions traceable to the business workflow that requested them
Source: SAP
SAP describes physical AI that turns warehouse or maintenance work in its business systems into tasks for robots, autonomous transport, drones, and inspection devices, then returns the observed outcome as a structured record. SAP says Arçelik-LG uses a humanoid robot for inbound storage tasks and Holcim uses drones and quadruped robots for asset inspections. Its Intel warehouse example is explicitly a proof of concept. These are SAP-reported examples with different levels of maturity, not independent evidence of broad deployment or performance.
Why this matters: Start with one bounded warehouse or inspection task. Verify who authorized it, which safety rule and device applied, what the machine actually did, and how an exception or human stop is recorded. Reconcile the physical evidence with the resulting business record before allowing the next automated action; a completed workflow entry alone does not prove the physical task succeeded.
Read SAP's physical AI account