When AI Agents Reach for the Controls
Anthropic's new agent-to-machine standard collapses the gap between AI recommendation and AI action, raising the stakes for industrial verification.
Find here all our blog posts tagged with: functional safety.
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.
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.
Agentic AI Is Outrunning Machine Safety Certification
Autonomous industrial and life sciences AI is now acting inside control loops that IEC 61508, EU AI Act risk tiers, and MDR/IVDR were not built to certify.
When Plain English Writes the Control Logic
AI-native industrial controllers promise to replace retiring PLC engineers, but the safety case now depends on verifying generated logic, not just trusting it.
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.
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.
When AI Enters the Safety Loop, Deterministic Standards Start to Bend
Refiners and manufacturers are putting AI inside safety-critical decisions, but the verification standards built for deterministic control were never designed for it.
The Certification Gate for Cage-Free Robots
Third-party functional safety certification, not vendor claims, is becoming the real capital gate for deploying autonomous robots on industrial floors without barriers.
The Real Bottleneck on the Floor Is the Certificate, Not the Robot
Cooperative safety certification, not AI capability, is now the gating factor for deploying humanoid robots and automation on industrial floors.
Grid AI's Lock-In Problem Is a Safety Case Problem
Utilities wiring AI into grid operations face a governance question that is less about data ownership than about who controls the safety case behind it.
Lab-Safe Is Not Field-Safe: The Physical AI Validation Gap
Industrial robotics and machine vision are outpacing safety validation methods built for static, deterministic systems, forcing a shift to continuous lifecycle monitoring.
Record Robot Installations Prove Demand, Not Readiness
Global industrial robot deployment is hitting record highs, but the compliance question buyers face is verification under live conditions, not unit counts.
