When we launched our AI by Design principles in April 2024, the IT industry’s focus was on generative AI models that could produce single outputs from single prompts. In just one year, the conversation has shifted rapidly toward agentic AI: autonomous or semi-autonomous systems that plan, act, and learn over multiple steps.