We’ve spent the last two years talking to AI. Asking it questions. Getting answers. Iterating on prompts. But the real revolution isn’t conversational — it’s operational.
Agentic workflows represent a fundamental shift: from AI as a tool you interact with to AI as a system that acts on your behalf.
From Chat to Orchestration
The first wave of AI adoption was conversational. Ask a question, get an answer. The second wave is agentic: define an objective, let the system figure out how to achieve it. This isn’t just a UX change — it’s an architectural revolution.
Agentic systems don’t wait for instructions. They observe, plan, execute, and adapt. They break complex tasks into subtasks, delegate to specialised models, and coordinate results.