Explore every episode of the podcast Tax Practitioner Intelligence

Clients speak in labels. Tax practitioners have to translate those labels into facts.

In Episode 2 of Tax Practitioner Intelligence, Owen Arnoff, EA, examines the factual inquiry behind short-term rentals, independent contractors, shareholder loans, home offices, and business expenses. He explains why software classifications and prior-year returns deserve scrutiny, how documentation should follow the elements of a tax position, and how to test a conclusion against facts that could defeat it.

The episode introduces a six-step workflow—assertion, inquiry, documentation, characterization, authority, conclusion—and a five-question practitioner test for evaluating a client's characterization.

Real cases. Better questions. Authority-grounded answers.

For tax professionals, including enrolled agents, CPAs, attorneys, and tax preparers.

Professional education and general information only. This program does not provide tax, legal, investment, or other professional advice for any particular taxpayer.

• (00:00) - Disclaimer
• (00:26) - Theme and show introduction
• (01:02) - The client’s label is not the tax answer
• (02:51) - Clients speak in conclusions
• (04:09) - A six-step analysis framework
• (04:37) - Short-term rentals
• (05:56) - Worker classification
• (07:03) - Shareholder loans
• (07:55) - Home offices
• (08:35) - Business expenses
• (09:19) - What tax software assumes
• (10:45) - Prior-year returns
• (12:10) - What makes you say that?
• (13:18) - Documentation should follow the elements
• (14:35) - The return is the output of analysis
• (15:41) - Look for facts that challenge the conclusion
• (16:53) - The five-question practitioner test
• (17:57) - Better fact development
• (18:45) - Upcoming installments
• (19:51) - Closing thoughts
• (20:28) - Closing disclaimer and outro

Tax preparation tells us what happened.

Tax planning asks what should happen next.

In the first episode of Tax Practitioner Intelligence, Owen Arnoff, EA, explains why the most important part of tax planning often happens before any calculation begins: recognizing that there is a planning opportunity worth investigating.

Drawing on more than two decades of tax, business, and advisory experience, Owen explores the difference between compliance work and forward-looking planning, and why experienced practitioners develop a form of pattern recognition that helps them identify issues others may miss.

Topics include:

• The difference between tax preparation and tax planning
• Why a perfectly correct tax return can still leave planning opportunities on the table
• How a Schedule C business can trigger an S corporation analysis
• Why reasonable compensation, Section 199A, payroll costs, state taxes, and administrative burden all matter in entity planning
• How inherited IRAs create multi-year tax-planning questions involving brackets, IRMAA, Social Security taxation, capital gains, and the SECURE Act
• Why real estate transactions can raise questions involving entity ownership, depreciation, passive activity rules, Section 199A, and 1031 exchanges
• How experienced practitioners use pattern recognition to identify issues that deserve deeper research
• Where artificial intelligence and tax technology can help
• Why technology should support practitioner judgment rather than replace it
• What “Tax Practitioner Intelligence” means in practice

The episode also introduces the guiding philosophy of the show:

Real cases. Better questions. Authority-grounded answers.

Tax Practitioner Intelligence is a podcast for tax professionals who want to think beyond compliance and improve how they recognize, research, document, and evaluate tax-planning opportunities.

Tax Practitioner Intelligence is provided for professional education and general informational purposes. Tax law is highly fact-specific and changes over time. Nothing in this program should be treated as tax, legal, investment, or other professional advice for any particular taxpayer.