Tag Archives: EHS Management Systems

Inherited Risk Ecosystem: How Upstream Decisions Shape Human Error at the Point of Work

Posted on July 24, 2026 by Chet Brandon

By Chet Brandon, CSP, CHMM The Risk Was Already There After a serious workplace event, organizations often move quickly to the final action. A worker reached into a pinch point. A mechanic cleared a jam under pressure. An operator opened … Continue reading →

Posted in Design for Safety, EHS Management, enterprise risk management, operational integrity | Tagged , , , , , , , , , , , , , , , , , , , , | Leave a comment

Harnessing the Process Digital Twin: Building Live Operating Models for Foresight, Control, and Safer Work

Posted on July 6, 2026 by Chet Brandon

Most organizations are still managing safety and operational risk by looking in the rearview mirror. A Process Digital Twin gives leaders a way to see risk forming early enough to act.

In our new article, “Harnessing the Process Digital Twin: Building Live Operating Models for Foresight, Control, and Safer Work,” Emmanuel Winful, CSP, MPH, MS and I explore how digital twins can move from concept to practical operational control.

Emmanuel was a great collaborator on this work and brought strong technical depth to the discussion.

The article covers where to start, what data matters, how to avoid false confidence, and why validation, MOC, cybersecurity, and governance cannot be afterthoughts.

The future of safety will not be built on better dashboards alone. Continue reading →

Posted in AI, Artificial Intelligence, Digital Twin, Innovation, Machine Learning, Uncategorized | Tagged , , , , , , , , , | Leave a comment