Start with a work diary
The first automation opportunity is often hidden inside ordinary administration. It may be a recurring export, a reminder that someone sends every afternoon, or a form response copied into two systems. Begin by asking a few employees to record repetitive tasks for several working days. Capture the trigger, information used, result produced, and approximate effort.
Watch for work that interrupts another activity. A task taking three minutes can still be disruptive if it occurs repeatedly throughout the day. Also note who covers it during absences. A routine that only one person understands creates a dependency that may matter as much as its handling time. The diary should reveal concrete work, rather than a list of impressive technologies the business might buy.
Look for a stable, bounded process
A strong first candidate has consistent inputs, understandable rules, and a result that is easy to check. Microsoft's automation guidance recommends prioritizing procedural tasks with lasting value and recognizes that a workflow can include human decisions. You can improve part of a process while leaving its harder judgments with the team.
In a hypothetical distributor, sending an internal notification when a stock request is submitted may be an easier starting point than deciding what inventory to purchase. The notification has a defined trigger and recipient. Purchasing depends on context, uncertain demand, and financial priorities. A smaller initial project can teach the organization how to maintain automation without placing a complicated decision inside its first experiment.
Compare value with the effort to maintain it
Evaluate candidates using frequency, manual effort, error impact, and waiting time. Then consider the other side: integration difficulty, sensitive information, unusual cases, and how often the rules change. A task with considerable repetition may still be a poor first choice if its inputs are inconsistent or its supporting system changes every week.
Avoid treating employee time as automatic cash savings. If an automation removes a few minutes from many people's days, it may create useful capacity without reducing a bill. Decide how that capacity will help: shorter response times, more customer conversations, less overtime, or space for an existing improvement project. This makes the business case honest and gives employees a clear reason to participate.
Define the pilot before building
Write a short pilot brief with one process owner, a defined group of users, a success measure, and a review date. Describe the exceptions that will stay manual. Include a way to pause the workflow and return to the existing process if it creates confusion. These decisions make the experiment easier to judge and easier to support.
Test with ordinary examples and awkward ones: missing information, duplicates, unavailable recipients, and a service that does not respond. Ask users to review the experience as well as the output. Your first project succeeds when it produces a useful improvement and a repeatable way to manage future automation. The best next project will become clearer once the team has evidence from this one.
Keep a short work diary, shortlist tasks with stable rules, and pilot the candidate that combines clear business value with manageable upkeep.
Sources & further reading
Primary references for the concepts discussed here. Any business examples in this article are illustrative; results depend on your process, tools, and implementation.