Projects

Technology, decisions, and the human side.

For years, I have been following the same question across different fields: how can we make a complex system more understandable, more reliable, and more useful for people?

Coaching with artificial intelligence

I am working on structures that support people in seeing their goals, habits, recurring thought patterns, and development processes more clearly over time.

Production planning and purchasing optimization

I develop decision-support solutions that make stock levels, supplier lead times, customer orders, production capacities, delivery dates, and cash flow more visible.

Internal intelligent assistants

I work on AI assistants that connect to a company's daily operations, extract the right information from documents, and make employees' work easier.

System design and decision support

Many problems look technological, but are actually about process, communication, and decision structure. That is why I first look at how the decision is made today.

Questions I keep thinking about

How can artificial intelligence strengthen people's decisions without making those decisions for them?
How can small businesses gain real value from AI without making large technology investments?
How can systems that support habit change become warmer and more sustainable?
How can complex systems be made simple enough for people to truly understand?