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Industrial AI

AI is moving into operational environments. Models read process data, suggest settings, and in some cases write results back to the control systems. We help organizations adopt AI where it adds value, and set the limits where errors can have physical consequences.

Do any of these sound familiar?

You want to use AI on operational data, but are unsure who owns the risk if the model is wrong.
Results from AI are to be written back to the control system, and you need a secure architecture for it.
Management wants speed on AI, while the OT and security teams want control.
Leaders and specialists need a shared understanding of what AI can and cannot do in industry.

What we do

01Assessment of AI use that can affect operations, process, or safety
02Architecture and requirements for data flow between control systems, data platforms and AI services, including when results are written back
03Barriers and limits: what AI is allowed to do, and what must always remain in independent safety functions
04Training for leaders and technical teams

Experience

Over several years, we have advised on the use of AI calculations on operational data and writing the results back to the control systems at an operator on the Norwegian continental shelf.

Courses and meeting places

OPEN COURSE · TEKNA (IN NORWEGIAN)
AI i industrien – grunnleggende bruk og muligheter
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CONFERENCE · 25–NOVEMBER 26, 2026
KI-dagene 2026
Kenneth Titlestad is program lead and host of KI-dagene 2026, November 25–26 at Oslo Kongressenter, organized by Phenix Events.
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Questions and answers

Is this general AI consulting?
No. We work with AI where it affects operations, process, and critical infrastructure, and where safety and barriers must be maintained.
Do you recommend specific AI tools or platforms?
No. We are vendor-independent and do not sell technology.

Is AI coming into your operations?

Tell us briefly about your needs, and we’ll take it from there.

Talk to us about AI in operations
OTHER SERVICES
Strategy and technical leadershipRisk and barriersArchitecture and engineering assuranceAudit and complianceCapability, training, and exercises