AGI is usually talked about as either hype to overinvest in or catastrophe to fear, which makes it hard to treat it rationally and professionally. In this inspiring keynote, inspired from a published paper on the topic, I reframe AGI as a technical, political, economic transition that needs to be planned, not just survived. Using clear, accessible scenarios drawn from original research, I sketch plausible post AGI futures and transition and how organisations can brace for impact. We will talk about scalable intelligence, autonomy, risks, potentiality and governance. The talk highlights how responsibility for the long-term trajectory of intelligent systems is quietly distributed across developers, companies, regulators and civil society, and what it looks like in practice to act as a responsible steward in your own role.