AI strategy & use cases
From “we should do something with AI” to a concrete plan tied to your goals, flows, and products.
- Mapping processes & AI potential
- Identifying and prioritizing use cases
- Roadmap for rollout and success metrics
I identify concrete AI use cases, help you put the right tools in the right places, and support leaders and teams through the change. Less hype, more everyday value.
The winners will be the ones who take AI seriously now. But it has to be done smartly, anchored, and with people in mind. Here is how I typically work.
From “we should do something with AI” to a concrete plan tied to your goals, flows, and products.
Moving from strategy to practice: tools, ways of working, roles, and routines that make AI actually used — every day.
AI changes roles, responsibilities, and expectations. I help leaders and teams build the mindset, competence, and confidence they need.
You can hire someone who knows AI tech, or someone who knows change. With me you get both — plus experience from real products, teams, and organizations.
I follow AI closely, use the tools daily, and experiment constantly. You get someone who knows what is hype and what actually works.
I have built teams and products myself. That keeps the AI strategy tied to real delivery, not abstract slide decks.
With game mechanics, clear feedback, and smart rituals it becomes fun and easier to learn new ways of working and tools — and to actually use them.
AI that people do not trust or have energy for creates resistance. I help you build psychological safety, involvement, and clarity around the change.
Many get stuck in POCs. My focus is to move you forward: into processes, decisions, and delivery — where AI truly saves time or creates new opportunities.
I follow you through the journey, adapting and supporting as you learn. AI adoption is not a single project, it is a shift — and I stay with you all the way.
Here are a few simplified examples of how working with me can look when the focus is on implementing AI in a way leaders and teams can stand behind.
A quick weekend experiment: all content and most of the code were generated with AI, and the whole thing was built in about four hours in Unity. And yes, it's a tribute to our family dog - Luna.
Try it out, see how far you can get, and let me know what you think.
I come from the gaming and tech world, where I have spent many years building teams, products, and ways of working.
Today I help organizations enter the AI era in a way that is both strategically sound and humanly sustainable. I love translating AI from buzzword to concrete everyday value.
I draw just as much inspiration from agility, behavioral psychology, and gamification as from the latest in AI — combining it into something that works in your reality.
Over the years I have been involved in building and growing a number of games and digital products in different roles – from founder and product lead to producer, advisor, and team lead. These are some of the titles I have helped bring to life.
Let's start with a short, free conversation where you share how you see AI today — and I share how other organizations have taken their first steps. No obligations, just an exploratory chat.