How I work

I bring AI into People teams by starting with everyday needs, not the technology. I keep the work practical and the people it affects involved.

Start from the pain point

I start by understanding where work gets stuck and what people need. Then I look at whether AI is useful, or whether a simpler change would do the job.

Keep a human in the loop

AI can help with the work, but people stay responsible for decisions. I make space for review, questions and a clear way to step in.

Respect data and GDPR

I consider what data is needed, where it goes and who can access it. Privacy and GDPR belong in the design from the start, not as a check at the end.

Bring people and the works council along

I involve the people who will use the system and those it affects. I bring the works council into the conversation early, listen to concerns and make room for feedback.

From understanding to adoption

Understand
Design
Build
Measure adoption