"We need something that handles this."
That sentence can start a useful conversation, but it cannot scope useful work. It points toward pain, not evidence. It says the current process is frustrating, slow, inconsistent, or too dependent on one person. That may all be true. But before anyone can recommend an agent, a software tool, a workflow change, or no build at all, the work has to become visible.
Paying for analysis and receiving a menu is a special kind of disappointment.
The buyer wanted clarity. Instead they get seven plausible paths, each with pros and cons, each carefully hedged, each leaving the real decision exactly where it started. Build an agent. Buy software. Change the workflow. Hire someone. Document the process. Collect more data. Wait. All of those may be reasonable, but a list of reasonable options is not the same as a useful recommendation.
Assess the workflow before recommending the build.
That sounds obvious until a real AI conversation starts. Someone has a stuck process, a team is losing hours to repeated manual work, and a demo makes it feel possible that an agent could take the whole thing off their plate. The temptation is to jump straight from frustration to build.
Build questions are useful eventually. They are not the first questions.