What to do with AI during your slow season: a January project list for local businesses
The quiet weeks after the holidays are good for cleanup work. Some of it AI speeds up. Some of it AI cannot help with, and knowing the difference saves a slow afternoon.
- AI speeds up rewriting website pages, documenting procedures and building follow-up templates.
- It does not help with decisions only the owner can make, or with work nobody has defined yet.
- Pick two or three projects and finish them, rather than starting ten.
- Ohio AI Lab starts with a free 25-minute fit call on Zoom, with replies within one business day.
January arrives and the calendar thins out. The holiday rush is over, the job list for the week is short, and the office is quiet enough to hear the heater. That quiet is exactly when the backlog shows up: the website page that still says last year's hours, the procedure that lives in one employee's head, the follow-up emails written fresh every time because nobody ever made a template. AI can knock out several of those cleanup projects faster than doing them by hand. Some of them are not worth the trouble at all, and the point of this piece is to tell the difference.
The projects worth a slow week
Not all cleanup work is equal. The projects below share one trait: the raw material already exists somewhere in the business, in old writing, old emails or an owner's own explanation. AI is good at reshaping material that exists. That is the test.
Rewriting website pages is the first one. Most local businesses have service pages written years ago, in stiff language, with outdated details. Paste a page into a chat with ChatGPT or Claude, ask for a plainer version aimed at the customer who actually calls, and read the result line by line before it goes live. A page that would take an afternoon to rewrite by hand takes twenty minutes to draft and an hour to check. The checking is not optional. AI drafts, the owner decides.
Documenting procedures is the second. Every seasonal business has tasks that one person does from memory: opening the shop, closing out the month, prepping equipment for spring. Talk through the task out loud, record it, or type a rough list, and have AI turn it into a written procedure with steps someone new could follow. This is the work that protects the business when that one person is out sick or leaves in April for another job.
Follow-up templates are the third. Quote requests, appointment reminders, review requests and seasonal reactivation notes get written from scratch hundreds of times a year. Pull the best emails already sent, give them to AI as examples, and turn them into fill-in-the-blank templates the whole team can use. The first busy week of the new season goes faster when the follow-up is already written.
A fourth project that pays off is the FAQ page and the answers around it. Customers ask the same ten questions by phone and email all season. Write them down once, have AI help shape clear answers, and post them. This helps customers, and it also gives the AI search tools that answer questions about local businesses more accurate material to work from.
The projects to skip
Some cleanup work should stay off the AI list. Anything that requires a decision only the owner can make does not get faster with a chat window. Choosing which services to drop, what to charge, or whether to hire in spring is judgment work, and AI does not supply judgment. It can organize options, but it cannot want anything on the business's behalf.
Work that nobody has defined yet is the other skip. AI cannot clean up a filing system, a photo library or a customer list that has no agreed structure, because the first step is deciding the structure, and that is a human call. If the project starts with the words figure out what we even have here, it is not an AI project this month. It might become one after someone spends an hour sorting it by hand.
How to run one of these projects in an afternoon
- 01Pick one project
Choose one item from the list above, not three. Finishing one beats starting three.
- 02Gather the raw material
Collect the old page, the recorded explanation or the best old emails for that task.
- 03Open a chat and set the scene
Tell the AI what the business does, who the customer is, and what you want out of the draft.
- 04Paste the material and ask for a draft
Give it the existing writing and ask for the rewritten version or the step-by-step procedure.
- 05Fix it by hand
Correct anything wrong, add the details only you know, and cut anything that sounds off.
- 06Save it where the team uses it
Put the page live, the procedure in the shared folder, the templates in the email tool.
- 07Start the next one
Repeat the next quiet morning with the second project on the list.
What AI needs from you first
One subscription is usually enough to start. Most owners use ChatGPT or Claude, paid directly to the provider. Any tool a project needs should be named before it is bought, so costs are never a surprise. A slow season is also a good time to set a few safe-use ground rules for the team, so the habits are in place before the busy season starts and nobody has time to think about them.
Working through the list with outside help
Some owners would rather have a person alongside them for this list than work through it alone. Ohio AI Lab offers AI Concierge, a real person who learns the business and stays with it. The service includes two 1-hour working calls a month on real tasks, voice messages and email between calls with no limit on questions, help with small setups, and straight advice and accountability. Everything built lives in the client's own accounts and is theirs to keep. For a January list, that cadence means one call to pick and draft the first project, and a second call two weeks later to finish it and start the next. Ohio AI Lab does not guarantee savings or revenue. It picks useful work, measures what changed and reports honestly. The first step is a free 25-minute fit call on Zoom, which looks at two tasks that repeat in the owner's week and picks a first result worth having. Replies come within one business day.
Pick two or three projects from the list, skip the rest, and use the slow weeks to finish what you start. A rewritten page, one written procedure and a folder of follow-up templates is a real January. The fit call is the way to choose the first result worth having.
