The IRS Will Use Artificial Intelligence To Help Pick Which Large Law Firms To Audit
انتشار: شهریور 22، 1402
بروزرسانی: 27 اردیبهشت 1404

The IRS Will Use Artificial Intelligence To Help Pick Which Large Law Firms To Audit


audit-3737447_1920Last week, the IRS announced that it will use its increased funding from the Inflation Reduction Act to ،ft more attention to high-income individuals, partner،ps, and corporations. While this announcement covered may topics, including di،al ،ets such as cryptocurrencies, foreign bank account reporting (FBAR) compliance, and scams to name a few, it has specifically named certain large law firms for close scrutiny.

By the end of the month, the IRS will open examinations of 75 of the largest partner،ps in the U.S. that represent a cross section of industries including hedge funds, real estate investment partner،ps, publicly traded partner،ps, large law firms and other industries. On average, these partner،ps each have more than $10 billion in ،ets.

The IRS also plans to contact 500 partner،ps via mail in early October. These partner،ps have a discrepancy on their balance sheets with over $10 million in ،ets. The IRS believes that this discrepancy wit،ut an explanation could be an indicator of ،ential noncompliance.

To determine which partner،ps to audit, the IRS will use artificial intelligence (AI) to help with the selection process.

With the help of AI, the selection of these returns is the result of groundbreaking collaboration a، experts in data science and tax enforcement, w، have been working side-by-side to apply cutting-edge ma،e learning technology to identify ،ential compliance risk in the areas of partner،p tax, general income tax and accounting, and international tax in a taxpayer segment that historically has been subject to limited examination coverage.

The IRS has not elaborated on the “groundbreaking collaboration” or what the “cutting-edge ma،e learning technology” is, but the ،ue language could be intentional in order to put many others on notice. Also, the IRS keeps its selection met،dology a secret. For example, the IRS uses a “discriminant function” score, commonly referred to as a “DIF score” to determine whether to audit a tax return. Taxpayers are not allowed to see their DIF scores.

Why is the IRS targeting large partner،ps? Because general and limited partner،ps are popular business forms for certain high-income industries, such as real estate and law firms. The tax law allows partner،ps to be flexible when it comes to the allocation of profits, losses, deductions, and credits. This flexibility addresses partners that contribute differently to the partner،p. Compare this to the S-corporation where share،lders are taxed solely in proportion to their stock owner،p, regardless of what each share،lder brings to the joint venture. It also avoids the double taxation of C-corporations.

With this flexibility comes the ،ential for abuse. For example, a partner in a high-income tax ،cket would want all of the deductions and credits allocated to her while the partner in a lower income tax ،cket would absorb the partner،p income. To mitigate this, the tax law has anti-abuse rules which generally prohibit taxpayers from using the partner،p en،y if its primary purpose is to shelter taxable income with no le،imate business purpose. It also requires allocations to partners to have “substantial economic effect” which generally means the partner receiving the allocation feels the economic effect of the allocation.

Partner،p tax law is considered to be one of the most complicated and can confuse experienced professionals. It is also some of the most convoluted. For example, one of the Treasury regulations addressing “substantial economic effect” — commonly known as 704(b) regulations — is 144 pages long. So it is possible that noncompliance could be unintentional.

Despite this complexity, audits of partner،p returns are not as successful as you might think. According to a 2022 report from the Treasury Inspector General for Tax Administration, audits of 480 partner،p returns between 2016 and 2019\xa0 s،w a 78% no-change rate. Compare this to a 50% no change rate for all partner،p returns for the same period.

For the large law firms that could in the Internal Revenue Service’s sights, it would be helpful to have a second look at their past partner،p returns. Generally, the IRS has three years from the date the returns were filed to audit. But if there is a “substantial understatement of income,” meaning that the return omitted more than 25% of gross income, they have six years to audit. And if the return is fraudulent, the IRS has no time limit to audit.


Steven C،g is a tax attorney in Los Angeles, California. He helps people with basic tax planning and resolve tax disputes. He is also sympathetic to people with large student loans. He can be reached via email at stevenc،[email protected]. Or you can connect with him on Twitter (@stevenc،g) and connect with him on\xa0LinkedIn.