Find here all our blog posts tagged with: IEC 61511.

Industrial biogas upgrading pipework and gauges lit by cool control-room light at dusk.

The Optimization Loop Is Outrunning the Safety Case

AI now adjusts biogas and energy storage processes continuously, but the permits and safety cases governing those processes were built for static setpoints, not real-time control.

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.