> 03 ai adoption
AI that lands in daily work, not in a drawer.
I help teams put AI to productive use: from use-case identification to tool selection to running automations in marketing and operations. Certified as a manager for applied AI transformation (IHK) and building with AI every day.
Most AI initiatives never get past the pilot.
A chatbot here, a prompt workshop there, and three months later the team works like before. What's missing: concrete use cases with business value, clean tool integration, and people who actually use it.
How I work
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AI audit & use cases
Where does your team lose time? We identify the 3–5 use cases with the biggest leverage and prioritize by effort and impact.
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Tool setup & integration
Selection and rollout of the right tools: assistants, agents, automations in CRM, content, and customer ops. Privacy considered from day one.
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Enablement
Hands-on sessions with your team until it sticks. Including guidelines for responsible use.
Why me
I don't just talk about AI, I build with it: my own tools, automations, prototypes. Plus the formal foundation: IHK certificate in AI transformation, AI Engineer Path.