Team Topologies as the Infrastructure for Agency

When AI initiatives struggle, it shows up quite quickly: 1. Ownership isn’t clear 2. Access is too broad 3. Teams don’t know where responsibility starts or ends At that point, it’s not just a technology issue but an organizational one. In this post, I’ve explored the idea of bounded agency and why it’s becoming a key factor in successful AI adoption.