Starter course

Career · Accounting & bookkeeping practices

Practice Priorities: AI use cases for accounting firms, scored

Six lessons that turn “where should we use AI?” into a ranked shortlist for your own firm. Score your tasks on four factors, check the AI already in Xero or QuickBooks, adjust for your regulator in Australia, the UK or the US, and write the business case for your first pilot.

What you'll cover

Start with tasks, not toolsBuild an inventory of recurring tasks with rough hours, before anyone picks a tool.
Score each task on four factorsValue, checkability, error impact and data sensitivity, plus two gates that override the total.
Check the AI already in your ledgerWhat Xero JAX and QuickBooks AI do, what they don’t, and the review controls to add before you score them.
Worked example: score a sample practiceScore eight tasks for a fictional 40-client firm and read the shortlist.
Check your scores against your professional dutiesWhat TPB, APESB, ICAEW and IRS Circular 230 expect, and how that changes your scores.
Pick your first pilot and write the business caseChoose one pilot and write a one-paragraph case a partner can approve in five minutes.

General information, not tax, accounting, legal or professional-standards advice. Check your regulator and professional body for your obligations.

trainyourselfCourse guide · step-by-step lessons

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About this course

AI use cases for accounting firms: a scored shortlist.

Starter · About 1 hour of learning · 6 lessons · 12 quick checks · 1 download

Who it's for
Partners, practice managers, accountants and bookkeepers in Australia, the UK, the US and elsewhere.
How it works
6 guided lessons in your browser, with worked examples, exercises and a quick check after each lesson. Progress is saved in this browser only, and you can restart at any time. You start with just your first name and email, and you can take one whole course that way. After that, a free account lets you continue past lesson 1.
Sources we rely on
10 published sources, mostly regulators and official bodies, listed below so you can check the original guidance yourself.

By the end you can

List your firm’s recurring tasks in a form you can score
Score each task on value, checkability, error impact and data sensitivity, and apply the two gates
Explain what Xero’s and QuickBooks’ AI features do and set review controls for them
Adjust scores for what the TPB, APESB, ICAEW or IRS Circular 230 expect
Write a one-paragraph business case for your first pilot

Downloads

AI use-case scoring sheet .xlsxScore tasks on value, checkability, error impact and data sensitivity. Includes the Harbour Street worked example and a business case tab.

Rules by country

Australia: TPB(GS) 55/2026 and APESB’s 2025 technical alert: you stay accountable, review AI output and document the review.
United Kingdom: ICAEW’s PCRT guidance on AI tools: treat AI output like a junior colleague’s draft and confirm any case law it cites.
United States: Circular 230 §10.22 diligence, §10.35 competence and §10.36 firm procedures apply whatever tool drafted the work.

Learning time

About 1 hour of learning. May count towards your CPD or professional development; check your professional body's rules. Estimated from reading time, exercises, quick checks and downloads.

Sources

Check the originals.

How these courses are made. Spotted an error or out-of-date rule? Send a correction.

General information and training only. Courses may count towards your CPD or professional development; check your professional body's rules.

TPB(GS) 55/2026: The use of artificial intelligence and the Code of Professional Conduct · Tax Practitioners Board (Australia)
Technical Alert: The ethical use of artificial intelligence by professional accountants (31 October 2025) · APESB (Australia)
Topical guidance: applying PCRT to the ethical use of AI tools (19 January 2026) · ICAEW (UK)
ICAEW Code of Ethics: the impact of technology · ICAEW (UK)
Treasury Department Circular No. 230: Regulations governing practice before the IRS · Internal Revenue Service (US)
OPR article 2025-8: Practitioners should have a written information security plan · IRS Office of Professional Responsibility (US)
JAX: your AI business companion (plans and FAQs) · Xero (Australia)
Learn about Accounting AI features · Intuit QuickBooks (US)
How AI suggestions help match and categorise bank transactions · Intuit QuickBooks
AI Risk Management Framework (AI RMF 1.0) · NIST (US)

Publisher

Who publishes this course.

Published by trainyourself.org, a trading name of Combine TRS Pty Ltd (ABN 42 112 983 678), Brisbane, Australia.

How it's made: researched from published official, regulator, professional-body and vendor guidance, then run through automated quality checks against our course depth standard and automated source checks that match each rule to its official source, listed above. Read how these courses are made.

Last updated: 1 November 2026

General information, not tax, accounting, legal or professional advice. Spotted an error or an out-of-date rule? Send us a correction.

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Practice Priorities: AI use cases for accounting firms, scored

AI use cases for accounting firms: a scored shortlist.

Who it's for

How it works

Sources we rely on