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How will firms respond when AI agents reshape your firm’s business model?

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Agentic AI holds much promise for the accounting profession. AI agents, defined as “software that is capable of at least some degree of autonomy to make decisions and interact with tools outside itself in order to achieve some sort of goal—whether booking a flight, sending a bill, or buying a gift—without constant human guidance” (by Chris Gaetano here) are particularly poised to revolutionize accounting firms’ business models.

Generative AI is already ushering in this change, and AI agents will take it to another level, fundamentally reshaping how firms win. Here are three ways AI agents will force a business model reckoning in accounting.

1. Death of the billable hour accelerates

The billable hour has been under scrutiny for years, but agentic AI will accelerate its demise at an unprecedented rate. Why? Because AI agents can scale 100 times faster than humans at a fraction of the labor costs, resulting in parallelized work for greater speed and efficiency. In this agentic AI world, the traditional time-and-materials billing model becomes increasingly nonsensical.

Imagine an army of AI agents that can:

  • Generate many tax returns with reasonable “judgment” for initial reviews in the background, reducing the need for manual first-pass preparation;
  • Reconcile financial statements instantly, identifying anomalies and inconsistencies with greater accuracy than a human who is manually doing this work;
  • Draft audit reports overnight, improving speed and consistency without requiring overtime or additional staffing.

I cannot stress this enough: the firms that successfully transition to value-based pricing will be the winners in this new agentic AI economy. I hear of firms instituting technology fees or passing on specific software costs as a response to time saved in achieving an outcome. This is not enough if we want our profession to thrive.

True transformation requires a shift in how we define, price, and deliver value; it’s time to rip off the band-aid and do the hard work. 

2. Current outsourcing models become obsolete

Outsourcing has been a great capacity expansion and cost-optimization solution for firms looking to grow and serve their clients well. Many times, outsourced roles focus on less complex and more deterministic work like reconciliations and tax prep and are managed by more senior accountants in the home office.

These are precisely the types of tasks AI agents will take over. As the agentic AI technology improves, firms will increasingly appreciate that AI agents don’t get sick, work 24/7 without burnout, can be quickly “onboarded” upon a firm-wide trained repository of data, and don’t leave for another job with higher pay. It is inevitable that agentic AI will eventually replace human-based outsourcing models as we know it, forcing firms to reallocate budgets and rethink staffing.

Outsourcing firms will not disappear overnight and there is still a great ROI to be gained from further investment today. However, over time, the nature of outsourcing will evolve dramatically. My many talented friends in the accounting outsourcing business are already aware of this shift and are actively working to redefine the value that outsourcing entities of the future can bring for firms.

3. Cost structures and workforce metrics transform

Nvidia CEO Jensen Huang said something clever at the CES show in January: “The IT department of every company is going to be the HR department of AI agents in the future.” He is pointing out the inevitable shift of firms who will soon be “hiring” AI agents alongside human employees.

Today, we judge the efficacy of engagements based on KPIs such as realization, utilization and bill rates. But in a world where AI agents execute on increasing portions of work alongside humans, how we measure profitability, cost structures and engagement performance will change.

Key shifts include:

  • Human staff impact will be quantified differently, explicitly including their ability to manage AI agents for compensation considerations.
  • Performance metrics will evolve—how do we measure AI agent vs. human staff performance, productivity and their direct contributions to success?
  • IT budgets will increase as firms invest in AI agents to increase their “labor capacity.”

This transformation will require new benchmarking, financial models and internal engagement cost allocation between IT and HR.

How to prepare for the agentic AI world

The firms that win in this era of agentic AI will be those that take a proactive approach to business model evolution and rethink their approaches to value creation, talent management and financial modeling.

1. Transition to value-based pricing

The firms that wait too long to make this transition will struggle to justify their fees in an environment where AI agents dramatically reduce the time and cost required to deliver services. Key steps to take include:

  • Identify high-value services that can be decoupled from time and materials billing.
  • Educate clients on why they are paying for outcomes, not effort.
  • Experiment with fixed-fee engagements where possible, ensuring pricing resilience in an AI-driven world.
  • Incentivize teams based on client outcomes rather than hours logged.

2. Evolve your workforce strategy

The workforce of the future is hybrid—humans and AI agents working side by side. Firms that fail to adapt to this reality will overpay for human labor where AI could be leveraged or will fall behind competitors who optimize AI-human collaboration. Key steps to take include:

  • Collaborate with outsourcing partners that are actively evolving their business models and technology capabilities alongside agentic AI developments.
  • Create training programs in preparation for the agentic AI future.

3. Adjust cost structures and performance metrics

Firms that don’t rethink their profitability, cost allocation and engagement performance tracking will be flying blind in an agentic AI world. Key steps to take include:

  • Redefine staff performance impact—factor in how well human staff work with technology and AI in performance and compensation models.
  • Treat AI investments as labor-expanding strategies, not just tech expenses.
  • Update engagement profitability models to incorporate AI-driven workstreams alongside human contributions.

AI agents are no longer a far-off concept. While they are not quite ready for prime time for a mainstream CPA audience, they are here and slowly but surely changing the accounting profession. Firms that embrace these changes with strategic intent will thrive in the agentic AI economy.

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Accounting

FASB plans changes in crypto accounting

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The Financial Accounting Standards Board met this week to discuss its projects on accounting for transfers of cryptocurrency assets and enhancing the disclosures around certain digital assets, such as stablecoins.

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During Wednesday’s meeting, FASB’s board made certain tentative decisions, according to a summary posted to FASB’s website. FASB began deliberating the Accounting for transfers of crypto assets project and decided to expand the scope of its guidance in  Subtopic 350-60, Intangibles—Goodwill and Other—Crypto Assets, to address crypto assets that provide the holder with a right to receive another crypto asset. FASB decided to clarify the existing disclosure guidance by providing an example of a tabular disclosure illustrating that wrapped tokens, if they’re significant, would be disclosed separately from other significant crypto asset holdings.

At a future meeting, the board plans to consider clarifying the derecognition guidance for crypto transfer arrangements to assess whether the control of a crypto asset has been transferred.

FASB also began deliberations on the Cash equivalents—disclosure enhancement and classification of certain digital assets project and made a number of decisions.

The board decided to provide illustrative examples in Topic 230, Statement of Cash Flows, to clarify whether certain digital assets such as stablecoins can meet the definition of cash equivalents. It also decided to include the following concepts in the illustrative examples:

  1. Interpretive explanations that link to the current cash equivalents definition;
  2. The amount and composition of reserve assets; and,
  3. The nature of qualifying on-demand, contractual cash redemption rights directly with the issuer.

FASB plans to clarify that an entity should consider compliance with relevant laws and regulations when it’s creating a policy concerning which assets that satisfy the Master Glossary definition of the term “cash equivalents will be treated as cash equivalents.

“I agree with the staff suggestion to look at examples,” said FASB vice chair Hillary Salo. “From my perspective, I think that is going to help level the playing field. People have been making reasonable judgments. I agree with that. And I think that this is really going to help show those goalposts or guardrails of what types of stablecoins would be in the scope of cash equivalents, and which ones would not be in the scope of cash equivalents. I certainly appreciate that approach, and I think it has the least potential impact of unintended consequences, because I do agree with my fellow board members that we shouldn’t be changing the definition of cash equivalents, and it’s a high bar to get into the cash equivalent definition.”

“I’m definitely supportive of not changing the definition of cash equivalents,” said FASB chair Richard Jones. “I believe that’s settled GAAP in a way, and we’re not really seeing a call to change it for broader issues. I am supportive of the example-based approach. The challenge with examples, though, is everybody’s going to want their exact pattern, but that’s not what we’re doing.”

The examples will explain the rationale for how digital assets such as stablecoins do or do not qualify as cash equivalents and give a roadmap for other types of digital assets with varying fact patterns to be able to apply.

“We really don’t want to be as a board facing a situation where something was a cash equivalent and then no longer is at a later date,” said Jones. “That’s not good for anyone, so keeping it as a high bar with certain rigid criteria, I think, is fine.”

Stablecoins are supposed to be pegged to fiat currencies such as U.S. dollars and thus provide more stability to investors. “In my view, while a stablecoin may meet the accounting definition established for cash equivalents, not every one of those stablecoins in the cash equivalent classification represents the same level of risk,” said FASB member Joyce Joseph.

She noted that the capital markets recognize the distinctions and have established a Stablecoin Stability Assessment Framework to evaluate a stablecoin’s ability to maintain its peg to a fiat currency. Such assessments look at the legal and regulatory framework associated with the stablecoin, and provide investors with information that could enable them to do forward-looking assessments about the stability of the stablecoin.

“However, for an investor to consider and utilize such information for a company analysis the financial statement disclosures would need to include information about the stablecoin itself,” Joseph added. “In outreach, the staff learned that investors supported classifying certain stablecoins as cash equivalents when transparent information is available about the entities at which the reserve assets are held. Therefore, in my view, taking all of this into consideration a relevant and informative company disclosure would include providing investors with the name of the stablecoin and the amount of the stablecoin that is classified as a cash equivalent, so investors can independently assess the liquidity risks more meaningfully and more comprehensively by utilizing broader information that is available in the capital markets and its emerging information.”

Such information could include the issuer, reserves, governance and management, she noted, so investors would get a more holistic look at the risks that holding the stablecoin would entail for a given company.

The board decided to require all entities to disclose the significant classes and related amounts of cash equivalents on an annual basis for each period that a statement of financial position is presented.

Entities should apply the amendments related to the classification of certain digital assets as cash equivalents on a modified prospective basis as of the beginning of the annual reporting period in the year of adoption.

FASB decided that entities should apply the amendments related to the disclosure of the significant classes and amounts of cash equivalents on a prospective basis as of the date of the most recent statement of financial position presented in the period of adoption.

The board will allow early adoption in both interim and annual reporting periods in which financial statements have not been issued or made available for issuance.

FASB also decided to permit entities to adopt the amendments to be illustrated in the examples related to the classification of certain digital assets as cash equivalents without the need to perform a preferability assessment as described in Topic 250, Accounting Changes and Error Corrections.

The board directed the staff to draft a proposed accounting standards update to be voted on by written ballot. The proposed update will have a 90-day comment period.

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Accounting

Lawmakers propose tax and IRS bills as filing season ends

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Senators introduced several pieces of tax-related legislation this week, including measures aimed at improving customer service at the Internal Revenue Service, cracking down on tax evasion and curbing the carried interest tax break, in addition to efforts in the House to repeal the Corporate Transparency Act.

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Senators Bill Cassidy, R-Louisiana, and Mark Warner, D-Virginia, teamed up on introducing a bipartisan bill, the Improving IRS Customer Service Act, which would expand information on refunds available to taxpayers online and help taxpayers with payment plans if they need it.

The bill would establish a dashboard to inform taxpayers of backlogs and wait times; expand electronic access to information and refunds; expand callback technology and online accounts; and inform individuals facing economic hardship about collection alternatives.

“Taxpayers deserve a simple, stress-free experience when dealing with the IRS,” Cassidy said in a statement Wednesday. “This bill makes the process quicker and easier for taxpayers to get the information they need.”

He also mentioned the bill during a Senate Finance Committee hearing about tax season when questioning IRS CEO Frank Bisignano. During the hearing, Cassidy secured a commitment from Bisignano that the IRS would work with Congress to implement these reforms if the legislation were signed into law.

“I’m happy to meet with the team … and do all I can to make it as good as you want it to be,” said Bisignano.

“My bill would equip the IRS with the legislative mandate to create an online dashboard so that taxpayers can monitor average call wait time and budget time accordingly,” said Cassidy. He noted that the bill would allow a callback for taxpayers that might need to wait longer than five minutes to speak to a representative, and establish a program to identify and support taxpayers struggling to make ends meet by providing information about alternative payment methods, such as installments, partial payments and offers in compromise. 

“I know people are kind of desperate and don’t know where to turn for cash, so I think this could really ease anxiety,” he added. “This legislation is bipartisan and is likely to pass this Congress.”

Cassidy and Warner introduced the Improving IRS Customer Service Act in 2024. Last year, Warner wrote to National Taxpayer Advocate Erin Collins at the IRS regarding the underperforming Taxpayer Advocate Service office in Richmond, Virginia, and advocated against any harmful personnel decisions that would negatively impact taxpayers.

“Taxpayers shouldn’t have to jump through hoops to get basic answers from the IRS — and in the last year, those challenges have only gotten worse,” Warner said in a statement. “I am glad to reintroduce this bipartisan legislation on Tax Day to ease some of this frustration by increasing clear communication and making IRS resources more readily available.”

Stop CHEATERS Act

Also on Tax Day, a group of Senate Democrats and an independent who usually caucuses with Democrats teamed up to introduce the Stop Corporations and High Earners from Avoiding Taxes and Enforce the Rules Strictly (Stop CHEATERS) Act.

Senate Finance Committee ranking member Ron Wyden, D-Oregon, joined with Senators Angus King, I-Maine, Elizabeth Warren, D-Massachusetts, Tim Kaine, D-Virginia, and Sheldon Whitehouse, D-Rhode Island. The bill would provide additional funding for the IRS to strengthen and expand tax collection services and systems and crack down on tax cheating by the wealthy.

“Wealthy tax cheats and scofflaw corporations are stealing billions and billions from the American people by refusing to pay what they legally owe, and far too many of them are getting a free pass because Republicans gutted the enforcement capacity of the IRS,” Wyden said in a statement. “A rich tax cheat who shelters mountains of cash among a web of shell companies and passthroughs is likelier to be struck by lightning than face an IRS audit, and Republicans want to keep it that way. This bill is about making sure the IRS has the resources it needs to go after wealthy tax cheats while improving customer service for the vast majority of American taxpayers who follow the law every year.”

Earlier this week. Wyden also introduced two other pieces of legislation aimed at cracking down on the use of grantor retained annuity trusts and private placement life insurance contracts to avoid or minimize taxes.

The Stop CHEATERS Act would provide the IRS with additional funding for tax enforcement focused upon high-income tax evasion, technology operations support, systems modernization, and taxpayer services like free tax-payer assistance.

“As Congress seeks ways to fund much-needed policy priorities and address our growing national debt, there is one common sense solution that should have unanimous bipartisan support: let’s enforce the tax laws already on the books,” said King in a statement. “Our legislation will make sure the IRS has the resources it needs to confront the gap between taxes owed and taxes paid – while ensuring that our tax enforcement professionals are focused on the high-income earners who account for the most tax evasion. This is a serious problem with an easy solution; let’s pass this legislation and make sure every American pays what they owe in taxes.”

Carried interest

Wyden, King and Whitehouse also teamed up on another bill Thursday to close the carried interest tax break for hedge fund managers that Democrats as well as President Trump have pledged for years to curtail. The tax break mainly benefits hedge fund managers, private equity firm partners and venture capitalists, who have lobbied heavily to defeat attempts to end the lucrative tax break. The tax break was scaled back somewhat under the Tax Cuts and Jobs Act of 2017.

Carried interest is a form of compensation received by a fund manager in exchange for investment management services, according to a summary of the bill. A carried interest entitles a fund manager to future profits of a partnership, also known as a “profits interest.” Under current law, a fund manager is generally not taxed when a profits interest is issued and only pays tax when income is realized by the partnership, often in connection with  the sale of an investment that happens years down the road. Not only does this allow a fund manager to defer paying tax, but the eventual income from the partnership almost always takes the form of capital gain income, taxed at a preferential rate of 23.8% compared to the top rate of 40.8% for wage-like income.  

Under the bill, the Ending the Carried Interest Loophole Act, fund managers would be required to recognize deemed compensation income each year and to pay annual tax on that amount, preventing them from deferring payment of taxes on wage-like income. A fund manager’s compensation income would be taxed similar to wages on an employee’s W-2, subject to ordinary income rates and self-employment taxes.   

“Our tax code is rigged to favor ultra-wealthy investors who know how to game the system to dodge paying a fair share, and there is no better example of how it works in practice than the carried interest loophole,” Wyden said in a statement. “For several decades now we’ve had a tax system that rewards the accumulation of wealth by the rich while punishing middle-class wage earners, and the effect of that system has been the strangulation of prosperity and opportunity for everybody but the ultra-wealthy. There are a lot of problems to fix to restore fairness and common sense to our tax code, and closing the carried interest loophole is a great place to start.”

Repealing Corporate Transparency Act

The House Financial Services Committee is also planning to markup a bill next Tuesday that would fully repeal the Corporate Transparency Act, which has already been significantly scaled back under the Trump administration to only require beneficial ownership information reporting by foreign companies to FinCEN, the Treasury Department’s Financial Crimes Enforcement Network. 

If enacted, the repeal would eliminate beneficial ownership reporting requirements, removing a transparency measure designed to help law enforcement and national security officials identify who is behind U.S. companies. 

“This repeal would turn the United States back into one of the easiest places in the world to set up anonymous shell companies, something Congress worked for years to fix,” said Erica Hanichak, deputy director of the FACT Coalition, in a statement. “These entities are routinely used to facilitate corruption, financial crime, and abuse. Rolling back the CTA doesn’t just weaken transparency, it signals to bad actors around the world that the U.S. is once again open for illicit business.”

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Accounting

IRS struggles against nonfilers with large foreign bank accounts

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The Internal Revenue Service rarely penalizes taxpayers who have high balances in foreign bank accounts and fail to file the proper forms, according to a new report.

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The report, released Tuesday by the Treasury Inspector General for Tax Administration, examined Foreign Account Tax Compliance Act, also known as FATCA, which was included as part of a 2010 law in an effort to tax income held by U.S. citizens in foreign bank accounts by requiring financial institutions abroad to share information with the tax authorities. 

Taxpayers with specified foreign financial assets that meet a certain dollar threshold are also required to report the information to the IRS by filing Form 8938. Failure to file the form can result in penalties of up to $60,000. However, TIGTA’s previous reports have demonstrated that the IRS rarely enforces these penalties. 

The IRS created an Offshore Private Banking Campaign initiative to address tax noncompliance related to taxpayers’ failure to file Form 8938 and information reporting associated with offshore banking accounts, but it’s had limited success.

Even though the initiative identified hundreds of individual taxpayers with significant foreign bank account deposits who failed to file Forms 8938, the campaign only resulted in relatively few taxpayer examinations and a small number of nonfiling penalties. The campaign identified 405 taxpayers with significant foreign account balances who appeared to be noncompliant with their FATCA reporting requirements.

The IRS used two ways to address the 405 noncompliant taxpayers: referral for examinations and the issuance of letters to them.

  • 164 taxpayers (who had an average unreported foreign account balance of $1.3 billion) were referred for possible examination, but only 12 of the 164 were examined, with five having $39.7 million in additional tax and $80,000 in penalties assessed.
  • 241 noncompliant taxpayers (who had an average unreported account balance of $377 million) received a combination of 225 educational letters (requiring no response from the taxpayers) and 16 soft letters (requiring taxpayers to respond). None of the 241 taxpayers were assessed the initial $10,000 FATCA nonfiling penalty.

“While taxpayers can hold offshore banking accounts for a number of legitimate reasons, some taxpayers have also used them to hide income and evade taxes,” said the report. 

Significant assets and income are factors considered by the IRS when assessing whether taxpayers intentionally evaded their tax responsibilities, the report noted. Given the large size of the average unreported foreign account balances, these taxpayers probably have higher levels of sophistication and an awareness of their obligation to comply with the law. 

TIGTA believes the IRS needs to establish specific performance measures to determine the effectiveness of the FATCA program. “If the IRS does not plan to enforce the FATCA provisions even where obvious noncompliance is identified, it should at least quantify the enforcement impact of its efforts,” said the report. “This will ensure that IRS decision makers have the information they need to determine if the FATCA program is worth the investment and improves taxpayer compliance. 

TIGTA made three recommendations in the report, including revising Campaign 896 processes to include assessing FATCA failure to file penalties; assessing the viability of using Form 1099 data to identify Form 8938 nonfilers; and implementing additional performance measures to give decision makers comprehensive information about the effectiveness of the FATCA program. The IRS disagreed with two of TIGTA’s recommendations and partially agreed with the remaining recommendation. IRS officials didn’t agree to assess penalties in Campaign 896 or with implementing performance measures to assess the effectiveness of the FATCA program. 

“From our perspective, TIGTA’s conclusions regarding IRS Campaign 896 are based, in part, on a misguided premise and overgeneralizations, including the treatment of ‘potential noncompliance’ as tantamount to ‘egregious noncompliance’ that warrants a monetary penalty without contemplating the variety of justifications that may exempt a taxpayer from having to file Form 8938,” wrote Mabeline Baldwin, acting commissioner of the IRS’s Large Business and International Division, in response to the report. 

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