Welcome to Critical Control AI
A platform focused on the intersection of operational safety, critical risk management, and artificial intelligence.
I’m a safety and risk professional with 13+ years of experience in the oil and gas industry, working across both major energy companies and smaller independent operators. My career has centered on supporting high-risk operations by helping organizations verify and strengthen the critical safeguards that prevent serious injuries and high-consequence events.
Throughout my career I’ve worked across multiple areas of operational safety including:
• Human Performance and Behavior-Based Safety systems
• Critical Control and Safeguard Verification
• IOGP Life-Saving Rules Implementation and Sustainment
• OSHA Voluntary Protection Program (VPP) and Special Government Employee (SGE) experience
• Field Safety Technologies and Operational Risk Management
• Leadership Coaching and Safety Culture Development
• Injury and Illness Care and Case Management
Working closely with frontline operations has shaped my view that effective safety systems must go beyond policy and paperwork. The most important safeguards are the ones that are visible, verified, and functioning in the field.
Why Critical Control AI Exists
The safety profession is entering a major shift.
Artificial intelligence, automation, and digital tools are beginning to transform how organizations identify risk, verify safeguards, and manage safety systems.
However, much of the conversation around AI is still theoretical.
Critical Control AI focuses on the practical side.
This site explores how AI and digital technology can strengthen safety systems in real operational environments, particularly in industries where failure of safeguards can lead to severe consequences.
Topics covered include:
• Digitizing Critical Control Verification
• AI-Powered Safety Knowledge Systems
• Operational Safety Data Analysis
• Field Verification Strategies for High-Risk work
• Computer Vision and AI-Enabled Safety Technologies
• Future Trends Shaping Safety Leadership
The goal is to help safety professionals understand how these technologies can be used today — and how they will reshape the profession over the next decade.
A Field Perspective on Safety Technology
Technology alone does not improve safety.
The organizations that succeed will be those that combine:
Operational experience + human performance principles + intelligent digital systems.
In the coming years, AI will likely transform how organizations:
• Detect emerging risk patterns
• Verify critical safeguards in the field
• Learn from operational data
• Support better decision-making for frontline leaders
But these systems must be designed with the realities of field operations in mind.
That’s the perspective this platform is built on.
Who This Site Is For
Critical Control AI is written for:
• Safety professionals in high-risk industries
• Operational leaders responsible for risk management
• Companies implementing digital safety technologies
• Technology teams building AI safety solutions
If you’re interested in how AI, data, and field verification can improve operational safety, this platform is for you.