I want to automate a procedure but don't know if I need AI: how do I figure that out?

First, we ask whether the step really requires understanding text, voice, or documents. If it's a fixed rule — "when X happens, do Y" — a traditional workflow is cheaper and more predictable. If you need to interpret requests, classify content, or handle language exceptions, AI can add value within a controlled flow.