How I Use an AI Assistant to Organize Work in Linear

“What do I have to do next?” is a question I have asked Nancy, my AI assistant, repeatedly. One useful correction that followed was to take work out of my review cycle.

The work still existed. Nancy, my assistant, still had things to do. But if she was working on a task and there was nothing ready for me to review, I did not want it sitting in the same list as a decision I could make now.

I run AI Business Boomer alongside several other projects. I use Linear to organize that work, and I have been using Nancy to help with priorities, cycles, and assignments. The correction about my review cycle gets to the heart of what I need from that setup: a clear view of where my attention is useful.

Start with what the owner needs to see

A project can have several kinds of work happening at once. Someone may be researching a question. A draft may need revision. An intern may have an assignment. I may need to approve a result or choose a direction.

Putting all of those in front of me without a clear distinction makes the review harder.

My instruction was to keep agent-owned work out of my review cycle until it was ready. That gives the cycle a specific purpose. When I look at it, I should be able to tell what I can do next.

It also sets a useful expectation for Nancy. Bringing a task back to me should mean there is something to inspect or a question I need to answer. The task should explain why it needs my attention.

Make the next action understandable

I have used Nancy to help organize priorities and cycles. The quality of that work depends on the meaning inside the tasks, as well as where they are placed.

For a review task, I want to be able to understand three things quickly:

What am I reviewing?

Where is the actual work?

What decision is needed from me?

That is a useful test for any task list. If I have to reconstruct the whole conversation before I can respond, the handoff needs work.

It is also worth distinguishing review from completion. A draft ready for review is real progress. There may still be changes to make before it can be used. Approving the wording of an article is a different decision from publishing it.

Give delegated work a finish line

I also used Nancy to help assign work to an intern. That introduces another person into the workflow, so clarity matters at the handoff.

My advice is to describe a deliverable someone can return for review. Include the relevant source material and the boundaries of the assignment. If a person is preparing options, say that. If the task is to revise an existing piece, identify the version and the changes needed.

AI can help turn a loose request into something more usable. It cannot supply a decision I have not made about what the business needs, and it should not quietly invent commitments for the person doing the work.

The review should be just as concrete as the assignment. A link to the result and a short explanation of what changed are more useful than a vague statement that the task has been handled.

Keep the status tied to the evidence

Across my work with Nancy, I have had drafts prepared, presentations revised, client recaps sent, and technical work partly tested. Those are different states of progress.

That distinction belongs in the task system too. If a document is finished but an email failed, delivery remains open. If prompts are ready for a CRM, that does not mean the CRM is implemented. If an app has been partly tested, the untested parts still matter.

The practical lesson is to make completion specific enough to check. Otherwise, moving a card can create a misleading picture of what is actually ready.

A small way to try this

You do not need to reorganize every project to see whether this approach is useful. Start with the list you personally review.

Look for tasks that are waiting on somebody else, tasks you can act on now, and tasks whose next step is unclear. Ask your assistant to help distinguish them. Review the proposed changes before relying on the new view.

Then tighten the handoffs. Make sure each review task points to something you can inspect and tells you what response is needed. For delegated work, make the expected deliverable explicit.

That is the part of this workflow I would focus on first. I want Linear to help me decide what to do next, and I want Nancy to help make the work ready for that decision.

If you would like to explore how an AI assistant could help organize one part of your business, get in touch with AI Business Boomer for a free, no-obligation conversation.