a good question.
Choose the task before the tool
When trying an agent for the first time, it is easy to start with a long list of capabilities and then look for somewhere to use them. A better starting point is your most recent working week. Which task kept coming back? Which step took the most time? Which output do you already know how to review?
For example, summarising customer feedback is a better first task than improving overall customer satisfaction. The former has definable inputs, a process and a deliverable. The latter depends on many factors that require judgement over time.
Ask three questions before you start
First, does the task repeat regularly? An occasional job that changes completely each time may not need a fixed workflow. Second, can you define the inputs? Clear boundaries around documents, tables and records make validation easier. Third, can you check the result? Examples and acceptance criteria are more useful than intuition alone.
Choose an information-organising task that happens every week. Keep the original input and a reference version prepared by a person. Compare omissions, errors and clarity before considering changes in time spent.
Write a minimum task brief
A task brief should describe the goal, source material, output format and constraints. For example: Use this weekly feedback sheet to identify three recurring issues. Include two original records for each issue. Do not infer causes that are absent from the feedback. Produce a one-page summary.
Do not add data collection, email sending and system updates all at once in the first iteration. Make preparation and analysis clear first, then expand the scope gradually.
Review a small sample first
Choose a small set of representative inputs. Record where the agent is consistent and where it needs more guidance. Replace vague instructions with specific requirements, and turn recurring mistakes into review checks.
Once the workflow consistently produces reviewable results, consider connecting business systems. This article provides a task-design approach. The website demo uses prepared examples and does not process real company data.
Choose a task with clear boundaries. Understand the workflow, then refine it step by step.
Try the task demo