The best first automation is rarely the most impressive demo. It is a repetitive workflow your team understands, with enough volume to matter and enough structure to build reliably.
01 / FLIGHT PLAN
Map the current process
Follow one real item from arrival to completion: an enquiry, an invoice or a support request. Record each handoff, the information required and the tools involved.
Ask the people doing the work where they copy information, chase missing details or wait for an approval. These small friction points often reveal a better starting place than the process diagram alone.
02 / FLIGHT PLAN
Estimate the opportunity
Measure how often the task happens and how long it takes. Separate routine handling from exceptions, because the exception rate changes how much work an automation can realistically remove.
Consider the effect of delays and errors as well as minutes saved. Avoid assuming that every automated step eliminates the full manual effort; reviewing output and handling exceptions still take time.
03 / FLIGHT PLAN
Check the constraints
Identify available integrations, permission requirements, data quality issues and approval steps. A promising workflow can become a poor first project if the required system has no workable integration.
Write down how the workflow recovers from a failed request or duplicate event. Decide who receives an alert and who owns the unresolved item.
04 / FLIGHT PLAN
Choose a small launch
Pick a bounded version with a measurable outcome. Automating intake and routing may deliver value before you attempt the entire customer journey.
Compare the new process against your baseline, review exceptions with the team and document the working version. Expand only after the first flight path is stable.
Your flight checklist
Map real work, use observed volume, account for exceptions and choose a launch small enough to understand.