Field Notes · Practical AI

Start with one useful AI workflow.

Choose a recurring task, set clear data boundaries, and review the result before expanding. A practical starting point for a small business trying AI.

By Laura Florey ·

Choose a task you can describe without saying “AI.”

“I want to use AI in my business” is a starting point for a conversation. “I have a page of notes after each planning session and need to turn it into a usable task list” is a starting point for a workflow.

Look for something that happens often enough to be worth improving, has a result you can check, and is small enough to try without changing the whole business. Drafting an outline from your own notes can be a reasonable experiment. Making decisions on behalf of a client needs a different level of review.

Write down the boundaries first.

Before choosing a tool, answer these questions:

  1. What goes in? Identify the source material and whether it includes confidential or personal information.
  2. What should come out? Describe the result clearly enough that you can recognize a useful version.
  3. What must a person check? Decide who reviews facts, omissions, tone, and the proposed next steps.
  4. Where does it stop? For a first trial, keep sending messages, changing records, and other outside actions under your control.

Use fictional or non-sensitive sample material while working out the process. Review the actual tool’s data settings and terms before using business records. Removing a name does not necessarily make a record anonymous.

A small example: notes into proposed tasks.

Imagine a planning note that says: “The gallery needs newer photos. Ask about image permission. Revisit the contact page next week.” A first draft can separate the possible tasks, but it should not invent a deadline or decide that permission has already been granted.

A useful instruction would be: “List the possible next steps from these notes. Keep uncertainty visible. Do not invent dates, owners, or facts. Mark anything that needs a decision.”

You then compare that list with the original notes and choose what belongs on the task list. This is an illustrative example, not a report of a client result.

Count the checking time.

Try the workflow on a few representative examples. Compare the total time, including corrections, with the way you do the work now. Keep notes on errors, missed information, and steps that feel harder than they should.

If checking the result takes more effort than doing the task, adjust the scope or set it aside. If it helps, write down the steps so someone else can follow them. Make the next change small enough that you can tell whether it helped.

Get help with the task in front of you.

My practical AI consulting starts with this kind of conversation. I work with owners and small teams in Fairhope and across Baldwin County, as well as remotely.

If your team needs shared rules for data and tool use, the Safe AI Starter is a more focused option. Tell me what you are trying to make easier, without including confidential records.