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

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.

An industrial control room with mostly empty operator stations and one worker standing amid the vacant seats.

Industrial AI's Talent Pitch Assumes a Workforce It Is Depleting

The industrial AI augmentation narrative depends on a senior verification workforce that the same labor shortage driving AI adoption is actively removing.

An industrial process unit linked by lines of light to distant power infrastructure and a data center, symbolizing the hidden dependency between AI safety tools and their compute and energy supply.

The Safety Case Has a Blind Spot: The Grid Behind the HAZOP Assistant

AI-augmented HAZOP validation focuses on model accuracy, but the compute and energy infrastructure the model depends on is an unaddressed safety variable.

Industrial control room where server infrastructure and pipeline systems visually merge under amber lighting, symbolizing the link between AI infrastructure and process safety

The Energy Layer Missing From Industrial AI Safety Cases

AI-augmented HAZOP is testing industrial AI safety cases, but the harder unresolved question is power and grid resilience, not just compute.