Design authority boundaries between human judgment, team autonomy, and AI-enabled analysis, recommendations, workflows, and decisions.
In this talk, Topi shares what happened when theory met reality. Which parts of self-management continued to work under stress, and which didn’t. The crisis became a stress test that revealed what is essential for self-management to function in a demanding, real-world environment like construction.
The talk explores lessons from the field about responsibility, decision-making, feedback from reality, and why some ideas from traditional leadership still matter even in self-managing organizations.