Look for repetition with a visible cost
Ask your project managers and estimators what they prepare, copy, sort, or chase every week. A useful first workflow has enough repetition to matter and a clear result: a classified bid invite, a draft RFI, or a list of overdue responses.
Avoid starting with an entire department. A narrower workflow is easier to evaluate and gives your team a way to explain what is helpful and what needs adjustment.
Check the inputs before choosing the tool
List where the information lives and who can access it. Confirm project identifiers, file formats, permissions, and available integration methods. A process built on incomplete records will still produce incomplete work, even when the drafting is faster.
Choose representative examples, including exceptions. An email with several jobs in one thread is a better test of classification than a perfectly labeled message.
Decide what a person must approve
Write the approval boundary before building. A workflow might prepare a draft without sending it, suggest a classification without filing a document, or flag a potential conflict without changing the schedule.
Give the team a way to correct an output and report an exception. Automation should make those decisions easier to see and check.
Compare against the way you work today
Record the time and steps required before a pilot. During the pilot, include review and correction time in the measurement. Saving drafting time is only useful if the output is accurate enough to reduce the total effort.
Once the team can trust the workflow, consider the next connected process. KLYX starts with your existing tools and the work that is consuming your team’s attention.