Domain
Sociotechnical Systems
Human, organizational, and technical dynamics continuously shape each other. Decisions, actions, and knowledge emerge through their interaction rather than any single part.
Practice Area
Machine Mediation
Designing automation and AI interactions so they enhance human judgment, not replace it blindly.
Practice Area
Social Systems
The human networks, norms, and shared practices that create living structures of coordination and meaning.
