Scenario pack: operations

Use AI to organize actions, not to decide what people agreed.

For routine internal coordination, AI can create a first action-draft from approved notes. A meeting owner and relevant attendees still confirm every decision, owner, due date, dependency, and external commitment.

Business outcomeReduce lost follow-up and repeated clarification so the team has more attention for exceptions, decisions, customer work, and improvement.

Use this scenario when

Do not use this scenario yet when

Run the smallest useful test

1. Decide

Check the workflow

Use the meeting-summaries example in the First AI Workflow Kit to confirm the task, data boundary, owner, review step, and small pilot.

Check workflow fit

2. Review

Confirm actions before sharing

Use the action review card to separate confirmed decisions, proposed actions, open questions, and disagreement.

Build action review card

3. Hand off

Map uncertainty and escalation

Define when an unclear action, disputed decision, sensitive topic, or external commitment must leave the routine path.

Map exceptions

4. Launch

Give the team control

State that summaries are drafts, explain how attendees correct them, and make the concern route clear before live use.

Build launch note

5. Learn

Compare real follow-up

Test five to ten routine meetings. Measure time, missed actions, clarification requests, rework, and the aggregate team signal.

Record evidence

What a good result looks like

A good result is not a longer action list. It is a reviewed record where decisions, owners, dates, and unresolved questions are clearer; follow-up does not spill into after-hours cleanup; and people spend less time reconstructing what happened. Stop or narrow the test if the draft invents commitments, hides disagreement, exposes sensitive information, or creates pressure to treat a tentative note as a final decision.

Next decision after the test

Use the work-quality review to check whether the workflow reduced coordination friction without reducing judgment or increasing hidden work.