When Not to Use a Workflow

A workflow adds steps, checks and cost, and it earns them only when a job needs them. Some jobs are better as one prompt, some belong to a person, and some should stay out of an AI tool altogether. Knowing which is part of building well.

Small and one-off

A short job you will do once: write one clear prompt and read the answer yourself. Steps and checks would cost more than the job.

Five Signs a Workflow Is the Wrong Tool

1The job is small and happens onceOne short prompt, read by you, is faster than building steps. Build a workflow for a job you will run again, or one that is too long or too important for a single pass.
2Only a person can make the callWhom to promote, how to answer a complaint, who is right in a dispute. A workflow can set out the facts and the options. The decision stays with a person.
3The material must stay privateIf you should not paste it into an AI tool, no workflow makes it safe to. Strip the names and details first, and have a person check what is left, or keep the job out of the AI.
4The answer must be exactAdding up a budget, counting rows, converting units. A spreadsheet or a calculator gets it right every time. An AI step can get it wrong and sound sure.
5You cannot say what good looks likeA check needs a fail you can write down. If you cannot say what a bad result is, do the job by hand once and note what you looked for. Those notes become the checks.

Workflow, One Prompt or Neither?

For each job, decide what it needs.

1
Tidy the wording of one email you will send today.
2
Every month, turn the board meeting notes into decisions, actions and open questions, each tied to its line.
3
Total the expenses in a spreadsheet column and report the sum.
4
Decide which of two staff members to promote.
5
When each survey closes, group its 40 comments into themes, with a count and two quotes for each.
6
Explain a term you have just met, in plain words.

0 of 6 answered.

What to Do Instead

For each case, what to do in place of a workflow, and where the AI can still help.

The job	Do this	Where the AI can still help
The job: A small one-off	Do this: Write one clear prompt and read the answer yourself.	Where the AI can still help: Say who the AI is, what to do and what to return.
The job: A call only a person can make	Do this: Decide it yourself.	Where the AI can still help: Ask it to set out the facts and the options, then check each one against the source.
The job: Private material	Do this: Keep it out of the AI tool.	Where the AI can still help: Strip names and details first, and have a person check what is left.
The job: An exact answer	Do this: Use a spreadsheet or a calculator.	Where the AI can still help: Ask it to explain the result in words, then compare with the tool’s number.
The job: No way to check	Do this: Do it by hand once and write down what you looked for.	Where the AI can still help: Turn those notes into checks, then build the workflow.

Go Deeper

Lesson 1: What a workflow isWhen one prompt is enough, and when a workflow is worth building.Lesson 8: Where a person must lookThe questions a check cannot settle, and how to ask them.Remove personal informationA first clean-up of names and details, with a list of what a person must still check.