Home By industry Tax practices
AI for tax practices.
For a 1 to 15 person tax or bookkeeping practice, the work is data entry, chasing documents and IRS notices, squeezed into a season that peaks before the April deadline and trails into October extensions. AI takes the keying and chasing; you keep the review and the signature. Set it up November to January and freeze it by mid-January.
You probably run Drake, ProSeries, Lacerte, UltraTax CS, CCH Axcess; TaxDome, Canopy, Karbon or Financial Cents; QuickBooks.
Where AI helps
Scan and populate returns
W-2s, 1099s and brokerage statements read into the return, with the preparer reviewing every flagged field. Plan on 15 to 30 minutes saved per 1040, less than vendors advertise.
Organizers and document chasing
Portal checklists prefilled from last year, automatic reminders, and AI that checks each upload against what you asked for and renames it to your convention.
IRS and state notices
A CP2000 or math-error notice summarized and a response drafted. The preparer checks every figure against the transcript before it goes out.
Research and client email
Cited answers from Blue J, CoCounsel or AnswerConnect, verified at the source, and client follow-ups drafted from your notes instead of typed after hours.
Engagement letters and consents
Letters and Section 7216 consent forms generated in bulk from your practice software. Each consent stays its own signed document.
Year-end planning
Upload last year's return and get scenario reports in Holistiplan or Intuit Tax Advisor, turning planning into a product you can bill for.
Rules to know
- FederalSection 7216 limits disclosure and use of return information. A business AI plan under contract (Claude Team or better) can help prepare returns; using return information for anything else, or processing it outside the US, needs the taxpayer's signed consent, and an SSN goes offshore only with that consent plus an IRS-approved data safeguard; otherwise it is masked. Keep full SSNs out of Team and Business plans; they stay in your tax software and portal.
- FederalIRS OPR Alert 2026-19 (June 24, 2026) applies Circular 230 to AI: understand and verify the tool, adopt written firm procedures, use secure enterprise tools, and don't bill hours the AI eliminated.
- FederalThe FTC Safeguards Rule requires a written information security plan for preparers of every size. Add an AI section to it: approved tools, what data may go in, and vendor terms. IRS Publication 5708 is the free template.
- IowaA tax practice's AI and software subscriptions are exempt from Iowa sales tax under Code 423.3(104) when used only for the business. Give each vendor an exemption certificate.
Tools that fit
- Your tax software's AI. Drake SmartExtract, CCH AI Scan, UltraTax with Ready to Review, Intuit Assist in ProConnect.
- Canopy or Financial Cents. AI document renaming and checking in every plan; Canopy from $74 and Financial Cents from $19 per user per month.
- SurePrep, GruntWorx or Soraban. Per-return scanning and populating; get quotes.
- Blue J. Tax research with citations, $1,498 per user per year.
- Claude Team, ChatGPT Business or Copilot Business. $20 to $21 per user per month for email, notices and drafting. Claude Team is our default; see the sample plan.
Where we would start
Scan and populate on 20 of last year's returns
Before mid-December: a one-page AI policy, an AI section in your security plan and updated engagement letters. Then test scanning on 20 prior-year returns, load portal request lists, and freeze the setup by January 15. Measure through the season; change nothing from February to April. After April, a workspace for notice responses and client email.
What we measure: minutes per return on piloted against non-piloted returns, missing-document follow-ups, and reviewer corrections.
Other industries
- Accounting firmsGovernance first, then a 30 to 50 person pilot
- Insurance agenciesPolicy checking and email triage, using what you already license
- Banks and credit unionsPolicy assistant, then memo drafting
- Agriculture and co-opsAn answer assistant for agronomists and the grain desk
- ManufacturingA quoting assistant for one estimator
- Food processingMultilingual SOPs on one line
- Trucking and logisticsRate con and BOL intake
- Construction and tradesAI answering on after-hours and overflow calls
- Clinics and hospitalsAn ambient scribe for 5 to 10 willing clinicians
- Veterinary clinicsTwo scribes, back to back, for 2 or 3 vets
- Law firmsRecord and deposition summaries
- Nonprofits and churchesThank-you and lapsed-donor workflow
- Cities, counties and schoolsAI-drafted minutes
State rules are shown for Minnesota, where we're based, and Iowa; for any other state we check yours before you start. Prices and features are as published by each vendor in November 2026 and change often. Rules are summarized to help you ask the right questions; they are not legal advice, and your attorney or CPA signs off.
Rather talk it through?
Book a call. Caleb will point you to the right plan and the first project for your business.