Accountants: forget more AI tools. Hand off three jobs.

Okay, so you've got five new AI logins, nobody's sure what client info is allowed in which one, and the work still gets done exactly like it did last year. Sound familiar?

It usually goes like this. The owner tries ChatGPT. Somebody on the team signs up for an AI note taker. The practice software adds an AI button nobody asked for. Then there's a webinar about AI bookkeeping and a vendor email about AI tax research, and six months later you're paying for all of it.

You didn't screw up. You just started with the tools, and everybody does.

Figuring out AI has turned into a second job

You're not imagining this. Randy Crabtree is a CPA whose firm runs a yearly survey of CPAs. This time it asked about AI. Most said it would help their firm long term. Most also said it would add to their stress and burnout in the short run. Separate research his firm worked on found about 71% feel overwhelmed by AI.

Accountants aren't the only ones, either. Somebody on Reddit's small business forum posted "Is anyone else completely fed up with this new AI software?" It got over 300 upvotes. The top reply said the person didn't need enterprise software at all, and that a $20 a month AI subscription could handle it.

That guy gets it, and that's pretty much the whole point of this article.

• Is AI contributing to burnout? (CPA Trendlines, on the CPA career satisfaction survey)
• "Is anyone else completely fed up with this new AI software?" (r/smallbusiness)

Why more tools make it worse

Every tool you add comes with homework. Somebody has to learn it, somebody has to decide what client information is allowed in it, and somebody has to check what it spits out. And when busy season hits, the tool nobody fully learned is the first thing everybody quietly stops using.

In September, a British business owner posted a sponsored Xero partner ad on Instagram saying she'd hooked Claude up to Xero and stopped paying her accountant £800 a month for management accounts. Xero pulled it and apologized.

Accountants were mad, and they had a point, because a tool doesn't replace judgment. But the post got one thing right: some of the work your firm does every month can be handed to AI. You just gotta know which work.

Stop shopping. Figure out what your team does every Tuesday first.

• Xero apologises after sponsored post told SMBs to replace accountants with AI (OnTargetish, September 2026)

Start with the job, not the tool

So flip it around. Forget which AI to buy. Ask one question instead: what does my team do every single week that follows the same steps every time?

A good first job for AI has four things going for it:

• It repeats, weekly or more.
• It follows the same steps every time.
• A person already looks at the result before it goes out.
• If it's wrong, you catch it before a client does.

That last one matters most. You're not handing AI the judgment calls. You're handing it the first draft, and your people keep the final say. Same way you'd treat a new hire in their first month.

Jobs likely to make the cut in an accounting firm

Here's where most firms could find their first three. Not every one fits every firm, and that's kind of the point. Yours might look different.

Notice what's not on that list: preparing the return, making the call on a tricky deduction, anything where the answer depends on judgment. That's your job, and it's what clients pay you for.

What one job looks like, start to finish

Take the first one, chasing missing documents, because every firm does it and everybody hates it.

Right now it probably goes like this. Somebody opens the client list, checks who's sent what, writes an email to everyone who hasn't, and then does the whole thing again two weeks later. Maybe it lives in a spreadsheet. Maybe it lives on sticky notes on somebody's monitor. (No judgment. Every small business I know runs something on sticky notes.)

If your client portal already sends automatic reminders, good. AI's job here is the part the portal can't write: the specific, friendly nudge that names exactly what's missing and why it matters. With AI in the loop, the same person does this instead:

• Paste in the list of what's missing, with names and anything else that identifies the client, like employer or bank names, swapped out for Client 1, Client 2 and so on. The AI doesn't need to know who anybody is.
• Ask it for a short, friendly reminder for each one, in your firm's tone, naming the exact documents still missing.
• Read each draft, fix anything that's off, put the name back in, and send it yourself.
• Two weeks later, paste the updated list and ask for a firmer second reminder.

The AI never sees a return. It never sends anything on its own. It just writes the emails nobody wants to write. And the first time you do it, save the instructions you gave it, so next time it's one paste instead of explaining the whole thing again. Basically, you never start from a blank email again.

If you prepare returns, there are IRS rules (Section 7216) about using client tax information, and some uses need the client's written consent. Don't put tax return information into any AI tool until you've checked. I'm covering that one next.

Tell your team what this is, and what it isn't

One more thing before you start. Somebody on your team is gonna hear "AI" and think "my job's next." Say it out loud: this is about the work nobody wants, the reminder emails and the meeting notes, so they get more time for the work that needs a person.

Then let the person who does the task every week be the one who tests it. They know where it goes wrong. They'll spot a bad draft in two seconds, and they'll trust the thing a lot more if they helped set it up.

The easiest way to start this week

You don't need to buy anything new for this part. Here's the whole thing:

• For one week, have everyone on the team keep a plain list of every task they did more than once. Don't judge it, just write it down.
• At the end of the week, put the lists together and cross off anything that needs a judgment call.
• From what's left, circle the three that eat the most hours.
• Pick one. Just one. Try it with the AI your firm already has. If you're on Microsoft 365 with Copilot, start there. If not, a business plan of ChatGPT or Claude, with training on your data turned off, is plenty to start, as long as it's not somebody's personal account.
• Run it for two weeks with a person checking every single result. If it holds up, move on to the second job.

Want a head start on sorting that list? The prompt below does the first pass for you.

I run an accounting firm with [number] people. Below is a list of tasks my team did more than once last week.

For each task, answer four questions:
1. Does it repeat weekly or more?
2. Does it follow the same steps each time?
3. Does a person already review the result before it reaches a client?
4. If AI got it wrong, would we catch it before the client saw it?

Then pick the three tasks that pass all four and would save us the most hours. For each one, explain in plain language what the AI would do and what a person on my team would still do.

Rules:
- Don't recommend any new software. We only have [ChatGPT / Claude / Microsoft Copilot].
- Don't pick anything that needs a judgment call, like preparing a return or deciding how to treat a deduction.
- Keep it short and skip the jargon. I'm not technical.

Here's the list:
[paste your task list]

Here's what that looks like. I gave it a made-up list of ten tasks for a 10-person firm, the kind of stuff every firm does, and this is what came back.

Where it gets hard

Finding the three jobs is the easy part. Here's where firms get stuck:

• Writing the instructions. A vague ask gets vague work back. It takes a few rounds to get instructions that come back right every time.
• Client data. What's allowed in which tool, and what you need from the client first. Get this wrong and it's not a tech problem anymore, it's a compliance problem.
• Connecting it to your software. The big time savings show up when the AI can see your practice management system or your inbox, not when somebody's copying and pasting all day.
• Keeping it running in busy season. The week you need it most is the week nobody has time to fix it.
• Knowing when to quit on one. Some jobs look perfect on paper and fall apart in week two. Part of the skill is dropping those fast instead of forcing them.

We build and run AI systems every day, for our own company and for our clients. The setup around the AI is the part that eats the time.

If you'd rather not figure it out alone

That's why we put together the AI check-up. It's $999. We sit down with your team, go through the work you do each week, and hand you a written plan: the three jobs worth giving to AI first, how to set each one up with the tools you already have, and what to leave alone. Then we walk you through it on a call.

You can take that plan and run it yourself. That's the point of it. If you'd rather we set it up, we can do that too.

So yeah, find your three jobs. If you want help, tell me about your firm below.