# How to succeed as an accountant in 2026 using AI

> Will AI replace accountants? An honest answer from BLS data and accountants' own reports, plus a 90-day plan to succeed using AI in 2026.

- **URL**: https://www.nocodetalks.co/blog/will-ai-replace-accountants
- **Author**: Ankur Khandelwal, Nocodetalks
- **Updated**: Oct 7, 2026
- **Topic**: Careers & strategy
- **Sources checked**: 23

---

_A plain answer and a 90-day plan for US accountants._ What AI already does well, where you stay accountable, and a 30/60/90-day plan to build the AI skills firms now hire for.

## The short answer

Use AI for the grunt work, check every number it touches, and turn your best workflows into reusable skills. AI isn't replacing accountants on the evidence so far: it's taking routine prep like data entry, cleanup and first drafts, while the US Bureau of Labor Statistics still projects accountant and auditor jobs to grow 5% from 2025 to 2035.

> General information, not legal or tax advice. Check the cited rules with your own CPA or attorney before acting.

## Will AI replace accountants? The honest answer

On the evidence so far, AI isn't replacing accountants. It is replacing tasks: the data entry, cleanup and first drafts that juniors used to learn on. The person who signs still owns the number.

The [Bureau of Labor Statistics](https://www.bls.gov/ooh/business-and-financial/accountants-and-auditors.htm) projects employment of accountants and auditors to grow 5% from 2025 to 2035, faster than average, with about 115,300 openings a year. It expects AI and cloud tools to automate routine tasks like data entry and to make advisory and analytical work more prominent.

| What AI already does well | What stays with you |
|---|---|
| Pulling PDFs and bank statements into Excel | Proving the result ties to the source |
| Cleaning exports; writing formulas, Power Query and VBA | Knowing which number answers the real question |
| Drafting memos, client emails and variance commentary | Signing off on what the client or the IRS sees |
| First-pass review: breaks, duplicates, odd items | Judgment calls: cutoff, accruals, tax positions |
| Summarizing long documents | Asking the client the question that changes the answer |

The IRS put the accountability part in writing. Its June 2026 [guidance on AI in tax practice](https://www.irs.gov/pub/opr-taxpros/issue-number-2026-19-introductory-guidelines-for-responsible-ai-use-in-federal-tax-practice.pdf) says practitioners must review everything AI produces and verify its facts, citations and calculations. It also says client data belongs only in secure, enterprise-approved AI.

> Anyone in Accounting ignoring AI will be left behind.
> — a commenter on r/Accounting (Jun 2026) (https://www.reddit.com/r/Accounting/comments/1u33aeb/heavily_encouraged_to_use_ai_at_work/)

What accountants say
- A highly upvoted reply in one thread: AI won't replace accountants, but accountants who use it well and can tell when it's wrong will do better than those who don't. (a commenter on r/Accounting (Aug 2026), https://www.reddit.com/r/Accounting/comments/1vfuu0z/people_who_say_ai_will_takeover_accounting_do_not/)
- Another pushes back: prompting only takes basic literacy, and people who lean on AI too much may stop thinking for themselves. (a commenter on r/Accounting (Jun 2026), https://www.reddit.com/r/Accounting/comments/1u33aeb/heavily_encouraged_to_use_ai_at_work/)
- One commenter's rule of thumb: if offshoring could take your role, AI could too. If it couldn't, AI probably can't either. (a commenter on r/Accounting (Aug 2026), https://www.reddit.com/r/Accounting/comments/1vfuu0z/people_who_say_ai_will_takeover_accounting_do_not/)
- One commenter worries about a generation of managers who never did a bank rec and can't spot when a model hallucinates a journal entry. (a commenter on r/CFO (Sep 2026), https://www.reddit.com/r/CFO/comments/1wfvuhk/is_ai_actually_freeing_up_finance_teams_or_just/)
- An audit manager who sat through about 20 AI demos says most worked on clean sample files and fell apart on real client files. (a poster on r/Accounting (May 2026), https://www.reddit.com/r/Accounting/comments/1ta0hlv/ai_demos_for_audit_work_everyone_fell_apart_the/)
- A skeptic says the reality is often 20 minutes fixing what AI got wrong, then doing the task yourself anyway. (a commenter on r/Accounting (Oct 2026), https://www.reddit.com/r/Accounting/comments/1wz6jnf/how_much_has_ai_impacted_your_job/)
- A candidate for a senior accountant role was told they did well, but the firm chose someone with more AI experience. (a poster on r/Accounting (Sep 2026), https://www.reddit.com/r/Accounting/comments/1wodrle/what_are_some_genuine_ai_use_cases_in_industry/)

## Days 1 to 30: pick one tool and learn to check it

1. **Use what your firm approves.** For most people that is Claude, ChatGPT or Microsoft Copilot on a business plan. On Reddit, many finance people prefer Claude in Excel, but many firms only allow Copilot. Pick one and stay with it for a month.
2. **Start in Excel.** [Claude for Excel](https://claude.com/docs/office-agents/excel) (Pro, Max, Team or Enterprise), [Copilot in Excel](https://support.microsoft.com/en-us/office/frequently-asked-questions-about-agent-mode-in-excel-1cfd906d-40b4-46be-8e2d-65b893e28a02) and [ChatGPT for Excel](https://openai.com/index/chatgpt-for-excel/) all work inside the workbook, where most of your work already lives.
3. **Work on copies.** Agents that edit files can overwrite them. Jason Staats watched Cowork wipe a file's contents when asked to improve it, and now gives agents copies only ([Staats @6:03](https://youtu.be/SAGeq_LTOpg?t=363)).
4. **Learn three checks.** Tie totals to the source. Find typed numbers in formula columns with Go To Special, Constants. Plant a known error and see whether the AI catches it.
5. **Do one small task a day.** Reformat an export, write a formula, summarize a long document. Keep a note of what worked and what you had to fix.

## Days 31 to 60: master five workflows

1. **PDF statements to Excel.** Extract the transactions, then prove that opening balance plus activity equals the closing balance.
2. **Reconciliations.** Match two files and list the exceptions. Tell the AI never to force a match, as one bank rec demo does ([Lvl 99 TechSkillz @0:45](https://youtu.be/PD1ETjRM9u8?t=45)).
3. **Flux and variance drafts.** Formulas do the math; AI drafts the first explanation from GL detail. The full walkthrough is in [flux analysis with AI](https://www.nocodetalks.co/blog/flux-analysis-with-ai).
4. **Client emails, memos and research.** You give the facts; it drafts; you edit. For tax questions, ask it to look things up in IRS sources rather than answer from memory ([Staats @4:23](https://youtu.be/SAGeq_LTOpg?t=263)).
5. **Have AI build a tool, then run the tool.** Ask for formulas, a Power Query or a Python script you can rerun without AI. Commenters repeat this often: a script doesn't hallucinate at month-end.

Prompt for Any AI chat · Bank statement PDF to a checked table:

```
Extract every transaction from the attached [bank] statement for [month] into a table: date, description, amount (money out as negative), running balance.
Then:
1. Show that the opening balance plus all transactions equals the statement's closing balance. Show the math.
2. List rows you weren't sure about, such as unreadable text or lines split across pages.
Don't categorize anything yet. Don't fill in missing values; leave them blank and flag them.
```

Prompt for Claude · Reconciliation without forced matches:

```
Compare [bank export] with [GL cash detail] for [month].
Pair lines on amount and date (within [3] days), then use check or reference numbers to break ties.
Sort every line into one of four groups: paired, paired with a different amount, bank only, GL only.
If a pairing is uncertain, leave it unpaired and give your reason.
Finish with counts and totals proving that every line from both files appears in exactly one group.
```

Prompt for Claude · Build a tool instead of redoing the task:

```
Every month I [describe the task, its inputs and the output]. Don't do the task for me.
Build [formulas / a Power Query / a Python script] that does it, so I can rerun it without AI.
Explain each step in plain English, list your assumptions, and add a check that warns me when the output doesn't tie to [control total]. Ask me questions first if the inputs are unclear.
```

## Days 61 to 90: make it repeatable and show the value

- **Save your best workflow as a Project or skill.** A [Claude Project](https://support.claude.com/en/articles/9517075-what-are-projects) holds instructions and reference files, and Team and Enterprise plans can share it. A [skill](https://support.claude.com/en/articles/12512180-using-skills-in-claude) is a SKILL.md file Claude loads when the task comes up, and Team and Enterprise users can share skills across the firm. [ChatGPT](https://learn.chatgpt.com/docs/build-skills.md) and Copilot in Excel support skills too. Do the job once, then ask the AI to turn it into a skill ([Staats @15:32](https://youtu.be/SAGeq_LTOpg?t=932)).
- **Let the skill double as the SOP.** Written steps, checks and the hand-off to a human are what a new hire needs too.
- **Measure one task before and after.** Time it the old way once, then the AI way, including your review time. That number is what you show your manager or a client.

Prompt for Claude · Turn your process into instructions:

```
Here are my notes on how I [prepare the month-end client email]. Ask me up to 8 questions to fill the gaps, one at a time.
Then write project instructions (or a SKILL.md) that a new staff member could follow: inputs, steps, checks, output format, and what must always go to a human for review.
Mark anything you assumed instead of learned from me.
```

Then think about price and position. Jason Staats argues that what makes a firm a good business is how expensive the problems it solves are. His example: a company paying about $70,000 a year for an AP role might pay a firm $5,000 to $8,000 a month to run it, in about 20% of the time. Ask the client what the problem costs them today ([Staats @55:47](https://youtu.be/WlrRhDMhMGs?t=3347), a sponsored episode).

> you never want to give your client the same answer that ChatGPT would give them
> — Hector Garcia, CPA, in a Ramp-hosted webinar (Aug 2026) (https://youtu.be/kDS_qf2x9Ns?t=2188)

If you hire, Staats suggests this order for a firm where AI does most of the prep. First a senior reviewer. Then an accountant who oversees the AI production process, who he says doesn't need to be an "AI expert". Then relationship managers. Juniors learn the craft by supporting and reviewing the AI's work ([Staats @28:08](https://youtu.be/WlrRhDMhMGs?t=1688)).

Not everyone agrees on how far to go. Garcia invites accountants to build their own small bookkeeping software from his open-source ledger, using Codex or Claude Code. He still recommends commercial ledgers for real businesses ([Garcia @5:53](https://youtu.be/5geubpePbIU?t=353)). Staats calls telling everyone to build their own software probably a terrible suggestion ([Staats @47:50](https://youtu.be/WlrRhDMhMGs?t=2870)). I'd start with small tools for your own work and keep client books in a real ledger.

## What to tell clients about AI

Some clients already paste returns into chatbots and send you the answers. On r/Accounting, preparers describe demands for deductions and elections that didn't fit the client's facts. One preparer now runs a demanding client's return through AI first, to see the questions coming ([thread](https://www.reddit.com/r/Accounting/comments/1sr82s5/rant_anyone_else_get_clients_running_their/)).

- "We use AI for preparation and first drafts. A person reviews every number before it reaches you."
- "Your information only goes into business tools our firm controls, never free consumer accounts."
- "Where the law requires it, we'll ask for your written consent before tax return information goes into an AI tool."
- "If a chatbot gives you an idea, send it over. We'll check it against your facts."

> Note: This is a sample script, not legal advice. Consent rules for tax return information come from [26 U.S.C. § 7216](https://www.law.cornell.edu/uscode/text/26/7216); read the [Section 7216 guide](https://www.nocodetalks.co/blog/irs-section-7216-ai-client-consent) before you use AI on tax data.

## Keep client data safe while you learn

Practice on your own or sample data first. For client work, use a business plan your firm manages, keep connectors read-only, and give agents copies. One recent change matters. Since October 6, 2026, [new Cowork tasks on Claude Pro and Max run in Anthropic's cloud](https://support.claude.com/en/articles/15520349-use-claude-cowork-on-web-desktop-and-mobile). For local-only work, Anthropic points to Claude Code in the desktop app. The [client data guide](https://www.nocodetalks.co/blog/is-claude-safe-for-client-data) covers the setup.

## Common questions

**Will AI take over accounting by 2030?**

Nobody can say for sure. The BLS projects 5% growth for accountants and auditors from 2025 to 2035 and expects routine tasks like data entry to be automated, with advisory and analytical work becoming more prominent. Plan for the routine part of your job to shrink.

**Is accounting still a good career with AI?**

The work is changing more than it is disappearing. Entry-level prep is what's shrinking, and many accountants worry about how juniors will learn judgment. Review skills, client communication and building repeatable workflows are what people say holds value.

**What AI tools should accountants learn first?**

The AI inside the spreadsheet your firm already uses: Claude for Excel, Copilot in Excel or ChatGPT for Excel. Then one chat tool with Projects for memos and research. Connectors, agents and Claude Code can come later.

**Do accountants need to learn to code?**

No. It helps to know what a formula, a Power Query or a Python script does, because you can ask AI to write one and then check it. Many commenters prefer that to having AI redo the same task every month.

**Should I tell clients I use AI?**

Yes. Say where you use it, that a person reviews every number, and that their data stays in business tools you control. For tax return information, check the Section 7216 consent rules first.

## Sources

- [Accountants and Auditors: Occupational Outlook Handbook (last modified Aug 27, 2026)](https://www.bls.gov/ooh/business-and-financial/accountants-and-auditors.htm)
- [Issue Number 2026-19: Introductory Guidelines for Responsible AI Use in Federal Tax Practice (June 24, 2026)](https://www.irs.gov/pub/opr-taxpros/issue-number-2026-19-introductory-guidelines-for-responsible-ai-use-in-federal-tax-practice.pdf)
- [Use Claude for Excel](https://claude.com/docs/office-agents/excel)
- [Frequently asked questions about Copilot in Excel](https://support.microsoft.com/en-us/office/frequently-asked-questions-about-agent-mode-in-excel-1cfd906d-40b4-46be-8e2d-65b893e28a02)
- [ChatGPT for Excel](https://openai.com/index/chatgpt-for-excel/)
- [What are projects?](https://support.claude.com/en/articles/9517075-what-are-projects)
- [Using Skills in Claude](https://support.claude.com/en/articles/12512180-using-skills-in-claude)
- [Skills in Copilot in Excel](https://support.microsoft.com/en-us/excel/copilot/copilot-in-excel-skills)
- [Use Claude Cowork on web, desktop and mobile](https://support.claude.com/en/articles/15520349-use-claude-cowork-on-web-desktop-and-mobile)
- [26 U.S.C. § 7216](https://www.law.cornell.edu/uscode/text/26/7216)
- [AI Just Changed How We Should Run Our Accounting Firms](https://youtu.be/WlrRhDMhMGs?t=1688)
- [ChatGPT Basics for Accounting (Part 1), AUG 2026](https://youtu.be/kDS_qf2x9Ns?t=2188)
- [Should Accountants Build Software with AI?](https://youtu.be/5geubpePbIU?t=353)
- [A Claude Cowork Guide for Accounting Firms (2026)](https://youtu.be/SAGeq_LTOpg?t=363)
- [How to Do a Bank Reconciliation With Claude AI (Step by Step)](https://youtu.be/PD1ETjRM9u8?t=45)
- [Heavily encouraged to use AI at work (thread)](https://www.reddit.com/r/Accounting/comments/1u33aeb/heavily_encouraged_to_use_ai_at_work/)
- [People who say AI will take over accounting do not know accounting (thread)](https://www.reddit.com/r/Accounting/comments/1vfuu0z/people_who_say_ai_will_takeover_accounting_do_not/)
- [Is AI actually freeing up finance teams, or just moving the work around? (thread)](https://www.reddit.com/r/CFO/comments/1wfvuhk/is_ai_actually_freeing_up_finance_teams_or_just/)
- [AI demos for audit work... everyone fell apart the moment a real client file hit it (thread)](https://www.reddit.com/r/Accounting/comments/1ta0hlv/ai_demos_for_audit_work_everyone_fell_apart_the/)
- [How much has A.I. impacted your job? (thread)](https://www.reddit.com/r/Accounting/comments/1wz6jnf/how_much_has_ai_impacted_your_job/)
- [What are some genuine AI use cases in industry? (thread)](https://www.reddit.com/r/Accounting/comments/1wodrle/what_are_some_genuine_ai_use_cases_in_industry/)
- [*RANT* Anyone else get clients running their returns through AI? (thread)](https://www.reddit.com/r/Accounting/comments/1sr82s5/rant_anyone_else_get_clients_running_their/)
- [Build skills](https://learn.chatgpt.com/docs/build-skills.md)