Find here all our blog posts tagged with: industrial automation.

A lone human figure stands at a distance in a dim industrial control floor while machinery operates autonomously under blue and amber lights.

Two Curves, One Decision: Agentic AI's Control Authority Is Outrunning Its Oversight

Industrial operators are handing agentic AI direct control authority faster than monitoring tools can verify it, and buyers need a risk tier to tell the two apart.

An industrial robotic arm halted by sensor-triggered safety systems while a worker stands nearby on a factory floor.

When AI Becomes the Safety System, Certification Changes

As AI takes over hazard detection and shutdown decisions on factory floors, buyers must certify the algorithm, not just the machine guard.

A robotic arm pauses beside a safety light curtain on a factory floor as a worker observes from a control booth.

Functional Safety Meets AI Governance on the Plant Floor

ISO/IEC TS 22440 formalizes how AI intersects with functional safety just as EU AI Act high-risk rules and ungoverned agentic deployments collide on the factory floor.

An engineer inspects industrial piping in a dimly lit refinery control area, evoking the human oversight layer behind automated safety systems.

The AI Safety Layer Is Outrunning Its Own Certification

Refiners and manufacturers are embedding AI into safety-critical decisions faster than functional safety and cobot standards can validate them.

A humanoid robot standing at the boundary between a fenced industrial robot cell and an open collaborative workspace on a factory floor.

When the Robot Doesn't Fit the Category

AI-enabled humanoid and mobile robots are blurring the line between industrial and collaborative machines, forcing a safety classification decision before deployment.

An engineer reviews technical standards documents in an industrial control room filled with monitors and server equipment.

The Rulebook Is Being Written While the Machines Run

International standards bodies are drafting industrial AI rules in real time, forcing compliance leaders to build on existing frameworks rather than wait for finished ones.

An industrial emergency stop button being pressed on a factory floor with automated machinery halted in the background.

Who Owns the Stop Decision

As safety motion control systems halt machines without human confirmation, regulated buyers need contractual proof of accountable ownership, not just certification.