Find here all our blog posts tagged with: Physical AI.

An industrial humanoid robot and robotic arm operate on a factory floor with visible safety laser scanner beams.

When AI Agents Get a Direct Line to Physical Equipment

Standardized interfaces letting AI agents command industrial machinery force a functional safety decision that most operators have not yet made.

A humanoid robot on an industrial factory floor stands in an area without visible safety barriers, illustrating the gap between physical AI deployment and safety governance.

The Physical AI Business Case Has a Regulatory Hole

Industrial buyers are being pitched humanoid and physical AI capability faster than the safety classification and liability frameworks needed to deploy it responsibly.

A robotic arm on a factory floor crossing a sweeping blue safety laser scanner beam.

Two Safety Layers, One Machine: The Governance Gap in Physical AI

Vendor-native AI safety standards and established machine-safety codes are emerging in parallel, and industrial buyers must decide which one actually carries liability.

A humanoid robot arm interacting with a laser safety scanner on an industrial factory floor.

Who Certifies the Humanoid

Vendor consortiums are writing de facto safety standards for industrial humanoids faster than regulators can formalize them.