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Sergej Irchin

Artificial intelligence

AI strategy and adoption

Artificial intelligence is already changing how back offices, customer service and IT teams work. Yet in many companies AI use is ad hoc: staff pick their own tools, company data ends up in them, and nobody measures the benefit. I help you decide where AI genuinely creates value and roll it out safely and in a controlled way.

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Who it's for

  • Your staff already use AI chatbots and other tools, but there are no clear rules.
  • Management wants to use AI but doesn't know where to start or what it will cost.
  • Vendors pitch "AI solutions" and you're not sure they're worth the investment.
  • You're concerned about confidential and personal data when using AI.

What you get

  • Opportunity assessment: processes where AI saves time or money
  • AI strategy and a prioritised implementation plan
  • AI usage policy for staff: what's allowed, what isn't, and with which data
  • Selection and comparison of AI tools and vendors
  • Organising pilot projects and evaluating results
  • Risk assessment: data protection, cyber security and EU AI Act requirements
  • Staff training on using AI effectively and safely

Frequently asked questions

Is AI relevant for a smaller company?

Yes. The biggest gains often come not from expensive custom projects but from well-chosen, well-configured standard tools and clear rules. We start with a few specific processes and measure the result.

Do you build AI solutions yourself?

My main role is strategy, vendor selection and implementation management. If custom software is needed, I help you choose the right developer and oversee the project on your side.

How does AI relate to GDPR and NIS2?

Directly. Personal data entering AI tools must be processed under GDPR, and AI service providers become part of your supply chain. That's why I always assess AI adoption together with security and compliance.

Let's start with a 30-minute call

No commitment. The call is held online.

Book a free consultation