I help people and organizations understand why decisions fail under constraint - and design better systems for execution, governance, policy, research, and social impact.
I work across founder execution, AI governance, welfare systems, research identity, and social infrastructure. The common thread is decision quality: how systems interpret signals, allocate responsibility, respond to constraints, and correct failure before it becomes visible.