AI should create momentum, not take control

In a workflow tool, users often know the outcome they want. They may not know every role, rule, or integration. AI can turn that rough request into a draft.

A useful first move

The draft should start the work, not finish it. It makes the steps and assumptions visible. The user can then correct them.

AI should ask when an answer would change the workflow. For a smaller gap, it can make a sensible choice and mark it for review. Too many questions slow the user down. No questions create hidden risk.

Control has to remain visible

Generated work should open in the same editor as manual work. Every step should be visible and editable. Uncertain choices should be easy to find.

AI proposes. The user reviews, edits, and publishes. This boundary should stay clear.

Momentum is a better measure than magic

A polished demo is not the goal. A useful AI feature helps someone reach a sound first draft faster. It also makes the next action clear.

AI can speed up the work without owning the decision.