01
Problem and crux
At Qwist, I managed Product Managers and designers while working closely with a five person engineering team. A QA colleague wanted to move into Product Management, but relevant context alone would not prepare her for the role.
02
Assumptions to test
I expected that an explicit capability map, deliberate practice and progressively larger responsibilities would make the transition more reliable than an informal promotion.
03
What I did
We mapped her current capabilities against the target role, identified gaps and created a development plan. It combined independent learning, regular mentoring, feedback and increasingly substantial pieces of Product ownership.
04
Evidence and result
She moved into Product Management and later became a Lead Product Manager. Another colleague I managed entered Product without prior experience and later became Head of Product at another fintech. Team satisfaction rose by 40% in internal surveys.
05
Relevance to AI safety operations
Senior operators create leverage when other people can take on more responsibility with sound judgement. This case shows how I develop talent, transfer context and increase a team's capacity beyond my own output.