Workflow standardization
- Industry term
Workflow standardization means writing down what a repeated task takes in and must produce, and the checks its result must pass, so it comes out consistent each time while the method stays free to improve.
Results drift when the request's wording, the files that go in, or the idea of done shifts from one person or week to the next. Whatever a request leaves unsaid, the model fills with a fresh guess on each run, so two runs can differ even when nobody changed anything on purpose.
Where you’ll meet it
Each month a different teammate asks the assistant for the team's expense report, in their own words. The categories change, the totals sometimes leave out the shared company card, and nobody can compare one month with the last.
What to do
Write one page the whole team uses, saying which statements and receipts go in, which categories and totals the report must show, how to check the totals against the card statements, and where it's saved. Keep the page in the team's shared folder, and have each person attach it to their request, whichever assistant they use.
Easy to mix up
A saved prompt may only work well in one assistant, since its wording suits that tool. Workflow standardization carries over to any AI tool or person, because it describes the inputs, outputs, and checks.
Check yourself
Your team's weekly sales summary follows a standard listing the reports that go in, the sections that come out, and a check that totals match the sales system. One week every check passes, yet the summary leaves out a large customer's complaint from the reports. Where does the fix belong?
Go deeperA standard, like a software interface, outlasts a model change if kept current
It mirrors what programmers call an interface, the agreed inputs and outputs that let one part of a program be rewritten without breaking the parts that use it. A workflow standard protects a repeated AI task the same way when the model behind it is replaced, since the newer model's runs are judged by the same checks the old one passed.
A standard needs an owner who updates it when the task changes, such as when a new card or spending category appears. Without one, people start working around the page, and the runs drift apart again.