19 October 2026 · 9 min read · AI Operations
What tasks can AI do for my small business? 11 practical jobs to hand to Claude this week, 3 to keep human, and how hands-on you still need to be.
The short answer: AI can take the first pass on most of the writing, sorting, summarising and planning work in a small business: reply templates, follow-up emails, content plans, document summaries, spreadsheet clean-ups, research briefs and onboarding packs. You still check, decide and send. Keep pricing, hard conversations and final sign-off on legal or financial matters with a human.
Founders often ask me on discovery calls for "the list". Not the theory. Just: what can I hand over on Monday?
So here it is: eleven tasks, each with how to do it in Claude (the AI assistant made by Anthropic) and how hands-on you still need to be. Then three to keep. For the thinking behind why a task goes to AI, a person or you, read how to decide who gets each task. This post is the practical list.
You need a Claude account and one Project set up with your business context. A Project in Claude is a workspace where the files and instructions you add are used across every chat inside it. Projects are available on all plans, including free accounts, which can have up to five (Claude Help Centre). Add three things to start:
Most AI writing sounds generic because nobody told it what "you" sounds like. Fix that before anything else.
The one I recommend most to founders with ADHD. Get it out of your head and let something else sort it.
Pricing questions, availability, "do you work with...". You answer them on repeat.
The follow-up is where good calls go to die. AI gets it drafted while the call is still fresh.
One blog post, podcast episode or webinar can feed a month of posts.
Supplier terms, a policy update, a report you were meant to read. AI gives you the gist and the questions to ask.
Duplicate contacts, inconsistent categories, five spellings of the same client.
Reviews and survey responses tell you what to fix and what to sell harder, if you ever read them together.
Before a pricing review or a new offer, you need to know what else is out there.
You supply the knowledge, AI supplies the structure.
New clients need the same information every time. Write it once, properly.
The split for every task above. Print it and work down it.
| Task | AI does | You do |
|---|---|---|
| Voice setup | Describes your style from samples | Edit and approve the description |
| Brain dump to plan | Sorts and schedules | Confirm priorities |
| Reply templates | Drafts one per question type | Personalise and send |
| Call follow-up | Drafts email and action list | Check commitments, send |
| Social plan | Angles, hooks, draft captions | Choose, tweak, post |
| Document summary | Plain-English gist and questions | Read anything binding properly |
| Spreadsheet tidy | Dedupes, standardises, adds columns | Spot-check rows |
| Feedback themes | Groups comments, pulls phrases | Decide what to change |
| Research brief | Gathers and organises sources | Verify before acting |
| Job brief or SOP | Structures your explanation | Check it matches reality |
| Onboarding pack | Checklist, welcome email, guide | Approve once, reuse |
Notice the pattern: AI never sends, signs or decides.
Keep anything where the relationship, the money or your legal position depends on judgment in the moment. AI can help you prepare for these. It should not do them.
AI can help you work out your numbers and rehearse objections. But when a client pushes back on price, you are reading tone, history and what they are not saying. That is judgment with your income attached.
Critical feedback, an upset client, ending a working relationship. People can tell when a message came from a machine, and here it feels dismissive. Use AI to organise your thoughts, then say it in your own words. My post on giving feedback without taking the task back covers how.
Contracts, tax, employment terms, anything regulated in your industry. AI can summarise and flag questions (see task 6), but it can be wrong with total confidence. A qualified human makes the call.
More hands-on at the start, much less once your Project knows your business. The rule: the closer a task is to a client, a payment or a public post, the more carefully you check it. Internal plans can be rough. Anything with your name on it gets a proper read.
It depends on your plan and your settings, so check both before you upload anything sensitive. Anthropic states that by default it does not use inputs or outputs from its commercial products, which include the Team and Enterprise plans, to train its models (Claude Privacy Centre). On individual plans, review your privacy settings.
On any plan, remove names and personal details where you can.
Pick one task. Just one. Do it today, while you remember this post exists. The brain dump (task 2) needs no setup and helps immediately. Trying all 11 in one week is how this becomes another abandoned tab.
Not entirely. AI handles first drafts and sorting well, but it cannot chase people, notice when something feels off, or manage your calendar with judgment. The strongest setup is often a VA who uses AI to work faster.
I work in Claude, the AI assistant made by Anthropic, every day, and I like it for this list because Projects keep your business context in one place. Other assistants can do similar tasks. The best tool is the one you will set up properly and actually open every day.
A basic Claude Project with your business details, voice samples and instructions takes about an hour. You will refine it over the first few weeks as you notice what it gets wrong. That upfront hour is what stops every draft sounding generic.
Not for most of them. Free Claude accounts include Projects, web search and app connectors. Paid plans add higher usage limits and the Research feature, which helps with task 9.
Sending AI output without reading it. AI drafts can sound confident and still be wrong about a date, a price or a promise. Treat everything it produces as a first draft until you have checked it.
If you would rather not figure this out alone, Claude 101 is $99 for 60 minutes one-to-one. We set up your Project, your voice and your first two or three tasks from this list, and you leave with a working setup.
If you want the bigger picture of where AI fits across your whole business, the AI Operations Audit gives you 90 minutes, a recording and a written Priority Action Plan. You can also read more about how I use Claude for business, or book a free call to talk it through.