4 articles on this topic.
Adding an assistant to a chat window does not make a workspace where humans and AI agents work together. Six design decisions do, and most of them are about control rather than capability.
Google Docs beat Word by going multiplayer. Figma beat Photoshop. AI has not had that moment yet, and the missing piece is not shared context. It is shared control.
The jump from AI assistance to AI execution is not a model problem alone. It is an operating model problem: who owns the work, what systems can be touched, and how every action is reviewed.
The first wave of AI adoption teaches people how to ask better questions. The next wave asks how goals, access, approvals, and outcomes become a repeatable operating model.
