Not moves or practices — complete mental models. Each one gives you a way of seeing a whole problem at a specific scale. Grounded in design theory, tested in real workshops and product work.
Ask why the workflow exists before adding AI. The Jobs to Be Done lens reveals which steps AI genuinely helps — and which it shouldn't touch. Most AI integration fails here, before any tool is chosen.
When AI joins a team, the team needs to re-form. Purpose, roles, trust, and task choreography — none of these carry over automatically. This framework covers the full re-charter, including how to divide work at the task level.
AI-assisted design is not prompting — it's a reflective dialogue with a new kind of material. Text, image, and design system are three distinct channels, each surfacing a different kind of knowledge. Grounded in Schön's reflective practitioner theory.