How to find the tasks AI can take off your plate
A one-week method to find the work AI can take off your plate: a simple time log, six signs to look for, and a score that picks your first three tasks.
By Daniel Will · Published · 8 min read
Most owners who try AI start with a tool: someone recommends ChatGPT or Copilot, they poke at it for a week, and it becomes a slightly better spell checker. The owners who get real hours back start somewhere else. They find the tasks that eat their week first, then pick the tool that takes those tasks off their plate.
This guide is that method, the same one we use in our assessment calls. It works whatever software you run today, and you can do it yourself in about an hour spread over a week.
Start with the work, not the tool
“Where can we use AI?” is a hard question to answer. “What did I spend Tuesday doing, and which parts of it did I have to do myself?” is an easy one. AI is good at a specific kind of work: reading, writing, sorting and answering, over and over, from information you already have. Your job is to find where that kind of work hides in your week.
Step 1: Keep a one-week time log
For one normal week, jot down every task that takes more than ten minutes. A note on your phone is enough. For each one write:
- What it was, in plain words: “wrote up the Henderson estimate,” “chased three unpaid invoices.”
- Roughly how long it took.
- What went in and what came out: “site photos and my notes in, a PDF estimate out.”
- Who else touched it, if anyone.
Ask your office manager or lead tech to do the same. The work that eats your week is often different from the work that eats theirs, and they know where the copy-and-paste lives.
Don’t skip the small stuff
A five-minute task done eight times a day is 40 minutes a day, over three hours a week. Short repeated tasks are where most of the savings hide, and they’re the easiest to forget in a log. Tally them instead of writing each one down.
Step 2: Look for the six signs
Go through the log and mark every task that shows one or more of these signs. Each is something today’s AI tools do well.
| Sign | What it sounds like | What AI can do |
|---|---|---|
| You write the same kind of thing again and again | Estimates, proposals, quote follow-ups, job summaries, review replies | Draft it from your notes and past examples, in your format, ready to check and send |
| You answer the same questions | “Do you service my area?”, “What’s the warranty?”, “How much PTO do I get?” | Answer from your own documents, for staff or customers, and say where the answer came from |
| You copy information from one place to another | Typing an emailed order into your system, re-keying invoices, updating a spreadsheet by hand | Read the email, form or PDF and fill in the other system, with you approving before anything is saved |
| You chase people | Unpaid invoices, unsigned quotes, missing paperwork, reviews | Send the follow-up on a schedule and stop when they answer |
| You miss calls or messages | Voicemails from lost jobs, after-hours calls, texts you answer at 10 p.m. | Answer the phone, take the details, book the job or send them to you |
| You read a lot to find a little | Long email threads, contracts, supplier price lists, meeting notes | Summarize, compare and pull out what you need, with the source |
Step 3: Score and pick three
For each marked task, work out the hours per month it costs you. Then give it two quick scores from 1 to 3:
- How repeatable is it? 3 if it’s the same steps every time, 1 if every case is different.
- How bad is a mistake? 3 if a person checks it before it goes anywhere, 1 if an error costs money or trust straight away.
Multiply hours per month by both scores and sort. The top three are where to start. You’ll usually find one writing task, one answering task and one chasing or copying task.
| Task (a plumbing company) | Hours / month | Repeatable | Safe to check | Score |
|---|---|---|---|---|
| Writing up estimates from site notes | 20 | 3 | 3 | 180 |
| Calling back missed calls | 12 | 3 | 2 | 72 |
| Chasing unpaid invoices | 6 | 3 | 3 | 54 |
| Answering “what’s included in a service plan?” | 5 | 3 | 3 | 45 |
| Hiring and interviewing | 8 | 1 | 1 | 8 |
An example to show the method, not real client figures.
What AI is still bad at
Knowing where not to look saves as much time as knowing where to look. Leave these off your list, or keep a person firmly in charge:
- Final judgment calls: pricing a tricky job, hiring, firing, handling an angry customer. AI can prepare the facts; you decide.
- Anything it has no information for. If your prices live in your head, no tool can quote them. Writing them down is often step one.
- Exact numbers without a check. AI can add up a column wrong or misread a figure. Anything that goes to a customer or the tax man gets a human glance.
- Physical work and relationships. It won’t fix the leak or keep your best customer happy, but it can free the hours to do both.
Watch where the data goes. Customer, patient or employee details belong only in AI tools on a business plan that doesn’t train on your data. Free personal accounts of ChatGPT, Claude and others may use conversations to improve their models unless you opt out. See ChatGPT vs Copilot vs Claude.
Examples by type of business
| Business | Tasks that usually top the list |
|---|---|
| Trades and home services | Estimates from photos and measurements, missed calls, job summaries for the office, invoice chasing, review requests |
| Professional services (accounting, law, insurance) | Client intake, document requests and reminders, first drafts of letters and memos, meeting notes and follow-ups |
| Health and dental practices | Appointment reminders, insurance appeal letters, answering common patient questions, faxes and paperwork (with a signed business associate agreement) |
| Retail and hospitality | Product questions, supplier orders and price-list comparisons, social posts, staff scheduling questions |
| Any business with staff | Policy and procedure questions, onboarding, weekly reports that someone assembles by hand |
Step 4: Try one, then measure
- Pick the top task and write down how long it takes today.
- Try the simplest version first. For a writing task that’s often an AI assistant on a business plan, given a few of your past examples. If you use Microsoft 365, start with the free Copilot Chat: see How to get real work out of Copilot.
- Automate the hand-offs next. When the draft is good, connect the steps around it: the form that starts it, the file it’s saved to, the email that sends it, the reminder that follows up. That’s where the hours really add up.
- Measure after a month. Same task, new time. If it didn’t save at least an hour a week, change the approach or move to task two.
Before you buy anything, read How much does AI automation cost a business?It shows what each kind of tool costs per month, so you can check the time saved pays for it.
Want someone to do this with you?
Our assessment is this method, done for you: a short phone interview about how your week really goes, then a plan that names the tasks, the tools you already have that can do them, and what any new ones would cost.