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AI Risk Containment Architecture Industrial leaders in safety-critical, highly regulated sectors like energy, chemical processing, oil&gas, and nuclear face an important challenge: how to harness the transformative power of A I—such as predictive maintenance, process optimization, and deep analytics—without compromising the safety systems, regulatory compliance, and operational integrity that protect people and infrastructure. Direct integration of AI into operational or enterprise systems introduces unacceptable risks, as even minor algorithmic errors can lead to regulatory violations, safety incidents, or catastrophic disruptions. To address this, industries can draw from proven frameworks like ICH Q8 in pharmaceuticals and ISO PAS 8800 in automotive safety, which emphasize containment and isolation of experimental technologies. This paper proposes a similar architecture for AI: one that separates Artificial Intelligence Technology (AIT) into bounded domains with controlled interfaces to Operational Technology (OT) and Information Technology (IT), enabling innovation while preserving compliance and operational excellence. Download our free white paper here:

Engineers and more broadly the engineering profession have for years applied scientific knowledge for However, what would a computer engineer do with a professional engineer's stamp? We need to find an equivalent of the engineer's stamp for all of engineering. The stamp represents that the engineer takes responsibility for the engineering work and will be held So yes, there is still a role for professional engineers and we need more of them in every field of engineering

of the engineering method in compliance. By highlighting the potential of the engineering method and its benefits, we hope to encourage more engineers The Scientific and Engineering method The scientific method and the engineering method are two distinct What is the Engineering Method? Why the Engineering Method is Important to Compliance Here are some of the benefits of the engineering

A cybersecurity control operates on a digital system being actively probed by adaptive adversaries, embedded This is engineering work. Engineering work belongs to engineers. The Professional Digital Engineering discussion underway in Canada and elsewhere is not separate from recognition that other engineered protective systems have received. Engineering as a regulated discipline in Canada.

Raimund Laqua (Ray) is a Professional Engineer (P.Eng.) and Project Management Professional (PMP) with Ray serves on ISO's ESG working group, OSPE's AI in Engineering committee, and as AI Chair for Engineers for the Profession (E4P), where he advocates for federal licensing of digital engineering disciplines

This is where engineering truly comes into its own. As a Professional Digital/AI Engineering Advocate, Raimund champions proper licensure across the entire spectrum of digital engineering disciplines. group on AI in Engineering, where he helps shape the future of professional engineering practice in the digital domain.

What looks like "assembling" pre-built AI components actually requires substantial custom engineering As a Professional Digital/AI Engineering Advocate, Raimund champions proper licensure across the entire spectrum of digital engineering disciplines. group on AI in Engineering, where he helps shape the future of professional engineering practice in the digital domain.

With the increases in the number and severity of security breaches, digital factories could benefit from Process Safety is a combination of engineering and management skills focused on preventing catastrophic

Every automated step was deliberately engineered into a known path. The system of record isn't part of that path unless someone engineered it to be. Nobody has engineered it to keep yours. Can Agents Follow Governance Policy? If the constraint was well-engineered, the behaviour looks like compliance. , serves on OSPE's AI in Engineering committee, and advocates for federal Digital Engineering licensing

Applying Lean to Digital Waste The digital transformation has fundamentally changed how work gets done The Eight Digital Wastes To address digital waste, we must first identify it. Overproduction → Over-Engineering/Feature Bloat Building more features than users need or want. Apply LEAN to Reduce Digital Waste Understanding digital waste is only the first step. digital processes in action.

Engineering Discipline in a Post-Code World I’m a computer engineer by training. That is an engineering question, not a programming question. the AI Committee for Engineers for the Profession, where we’re advocating for professional engineering standards in digital disciplines across Canada. for Engineers for the Profession (E4P), advocating for professional engineering standards in digital

After all, we can reduce AI to a basic Turing machine, digital ones and zeros. It’s time for Engineers bound not by rings of power, but by a higher calling to rise up and take their It’s time for Professional AI Engineers, more than technology experts, but engineers who are also courageous Engineers who are willing to fight the AI Dragon of Uncertainty.