Automate AI business workflows: handle a failed step
Facts checked
To automate business workflows with AI, start with one task and have a person check its result. If an input is missing, a result is unclear or a step fails, hold the work that depends on it. Resume only after the reviewer confirms what's already happened and approves the next action.
How do you automate business workflows with AI?
Run one task at a time and have a reviewer check its result before dependent work continues. Give that reviewer the input, result and any error message to check.
Choose a task with a clear end point. Use the one-page task inventory to pick that work before building a wider process.
Give the task a clear input, an expected result and a reviewer. Use the input-to-review example to work through those choices.
Add a route for problems in these steps:
- Pick a step to examine. Write its required input and what you expect to see when it's done.
- Choose when to hold the step. Ask what should happen if the input is missing, you can't check the result or the step reports a failure.
- List the work that must wait. Include any later task that needs this result before it can proceed.
- Choose who gets the problem. Tell that person where to find the input, the draft and any error message.
- Ask the reviewer to choose the next action: try again, correct the work by hand or return it to the person who supplied it.
- State what must be checked before resuming. Ask what may already have happened and which next action is safe to approve.
Don't assume that nothing happened because a step reported a failure. Ask the reviewer to check the relevant records before approving another attempt. Leave the work on hold if they can't confirm its state.
Example
For a failed step that saves a draft supplier request, try a review note like this:
Hold the next step. Check whether the draft supplier request was saved before trying again. If it's already there, compare it with the source notes and record what still needs doing. Don't send anything until I've checked it.
Keep the note with the work it refers to. Name the person who must approve sending when you adapt the note.
Trace any document that passes between people as part of this task. Use the document handoff diagram to mark where the next person takes responsibility.
Book a discovery call with BreadHead to discuss your workflow and whether BreadHead fits. Booking signs you up for nothing.
How do you manage AI agents?
Keep a list of work that needs review, with a named person responsible for each item. Ask that person to record the problem, the next action and who must approve work before it resumes.
Choose where your team will keep that list. For each held task, fill in these review notes:
| Work waiting for review | Your note |
|---|---|
| Task and step on hold | ______ |
| Missing input, unclear result or failure | ______ |
| Last action confirmed as complete | ______ |
| Records or error message to inspect | ______ |
| Person checking the problem | ______ |
| Chosen action and reason | ______ |
| Evidence needed before resuming | ______ |
| Person approving the next step | ______ |
Assign a backup reviewer too. Ask them to read the same notes before acting if the first person is away. Keep questions about the work beside the task, rather than leaving the next person to search separate messages.
Use this check before releasing a held task:
- Have I found the original input and the result being checked?
- Have I confirmed the last action that finished?
- Could another attempt repeat a change that's already been made?
- Have I resolved the reason for the hold?
- Which exact step should run next?
- Who approved that step, and where is the decision recorded?
If the evidence is still unclear, keep the task in review. Write what you need to find out and who will find it. If you finish the task by hand, record that choice and check for any queued action before allowing more work to run.
Try the review route before using it for customer work. Include a missing input and a result that needs a person's judgment in your trial. Use the pilot acceptance sheet to agree on what the trial must show.
Ask whoever sets up the workflow to demonstrate how your hold and review steps will work. Compare the best AI workflow automation tools against those checks.
With BreadHead, you review and approve the work before it goes public or into use.
Discuss your work and whether BreadHead fits on a discovery call. You can book without signing up for anything.
Sources
BreadHead's own pages: Home, AI Service Disclaimer, Discovery call booking page, AI Honesty Test watch page, Calendar.
Statements from BreadHead's founder.
This page states no outside numbers.
What changed
- : First version. Facts checked.