A useful tool often begins as a workaround. You copy information between places, organize the same kind of task, or repeat a calculation. Start there. Your familiarity with the work gives you something concrete to build around.

Describe the input and the result.

What does someone put in, and what should they get out? For a club event planner, the input might be an event name, date, and a few tasks. The result could be one clear checklist. Leave accounts, payments, and integrations out of the first version unless they are necessary for that result.

Give your AI helper a small brief.

Try a brief like: “Help me make a simple event checklist. I enter an event name and date, add tasks, and check them off. It should work on a phone. Start by describing the simplest version and anything you need to know.” Work through the questions, then build one action at a time.

Try it with realistic examples.

Use sample information first. Try a very long event name, an empty task, and a date that has already passed. Refresh the page. Does your work remain if it is supposed to? If something breaks, describe what you did, what you expected, and what happened. Those details make it much easier to fix.

Let somebody else use it.

Give a person a task and watch without explaining the interface. If they need coaching to understand the main action, simplify it. Ask what they would have done without your tool. That comparison tells you more than whether they like its colors.

Keep the useful part.

A first tool can stay small. Improve the action people actually use before adding more. Before handling real personal data or payments, understand where the information goes and how access is controlled. A working demo and a dependable product are different milestones.