Find here all our blog posts tagged with: machine safety.

Split image of a governance dashboard and an industrial control floor connected by a single cable, representing the gap between AI management certification and physical safety systems.

The ISO 42001 Gap: When AI Enters the Control Loop

ISO 42001 certifies AI management systems, not real-time physical control performance, and that distinction matters as AI moves into grids, factories, and robots.

An autonomous mining vehicle operating in an open pit with layered light patterns suggesting overlapping safety and governance systems.

Portable Governance Alone Won't Cover Your Autonomy Stack

ISO 42001 gives industrial AI deployments a portable compliance layer, but physical autonomy still needs a functional safety layer regulators will demand separately.

Robotic arm in a factory with layered digital compliance seals stacked above it, representing multiple overlapping certification requirements.

Machine Safety Certification Is Becoming a Stack, Not a Stamp

Industrial AI systems now need functional safety, AI governance, and sector regulation layered together, and buyers should verify each layer separately.