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AI in accounting and its growing role

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Artificial intelligence took the business world by storm in 2024. Content creation companies received powerful new AI-powered tools, allowing them to crank out high-quality images with simple prompts. AI also helped cybersecurity companies filter email for phishing attempts. Any company engaging in online meetings received an ever-ready assistant eager to show up, take notes and highlight the most important talking points.

These and countless other AI-driven tools that emerged during the past year are boosting efficiency in virtually every industry by automating the tasks that most often bog down business processes. Essentially, AI takes on the business world’s day-to-day dirty work, delivering with more accuracy and speed than human workers are capable of providing.

For accounting, AI couldn’t have come at a better time. Recent reports show that securing capable accounting staff is becoming more challenging due to a high number of retirees and a low number of new accounting graduates. At the same time, globalization, the rise of the gig economy, the shift to remote work and other recent developments in the business landscape have increased both the volume and complexity of accounting work.

As companies struggle to do more with less, AI offers solutions that promise to reshape the accounting world. However, putting AI to work also forces companies to accept some new risks.

“Bias” has become a huge buzzword in the AI arena, forcing companies to consider how the automation tools they bring in to help with processing data may introduce some questionable or even dangerous ideas. There are also ethical issues associated with next-level AI-powered data processing that have some concerned that achieving AI-assisted business efficiency also means risking consumer privacy.

To make AI worthwhile as an accounting tool, companies must find ways to balance gains in efficiency with the ethical risks it presents. The following explores the growing role AI can play in business accounting while also pointing out some of the downsides that should be carefully considered.

AI upside: Increased accuracy and efficiency

Accounting isn’t accounting if it isn’t accurate. Miskeyed amounts or misplaced decimal points aren’t acceptable, regardless of the company’s size or the business it is doing. When the numbers are wrong, the decision-making that relies on those numbers suffers.

Consequently, manual accounting typically moves slowly to avoid errors. Business leaders have learned to wait on financial reporting prepared by hand. They’ve also learned that because of processing delays, they may not have the numbers they need to take advantage of unexpected opportunities.

AI changes the equation by improving the speed and accuracy of reporting. AI-powered data entry automatically extracts numbers from invoices and other financial statements, eliminating the need for manual entry and the mistakes that can occur when an accountant is distracted, tired or just having an off day. AI can also detect errors or inconsistencies in incoming documents by comparing invoices and other documents to previous records, providing a second set of eyes for accounts as they ensure companies aren’t being overbilled or under-compensated.

When it comes to increasing the pace of accounting, AI’s capabilities are truly astonishing. As Accounting Today has reported, in the past, the type of robotic process automation AI empowers can be used to drive automated processes 745% faster than manual processes. And AI accounting programs never clock out or take a lunch break. They work 24/7, even on bank holidays, to keep the books up to date.

AI accounting gives business leaders accurate financial data in real time, meaning they have relevant and reliable accounting intel when they need it rather than requiring them to wait until the end of the month to have a report on where their cash flow stands. It also has the potential to give a glimpse into the future by drawing upon historical data to drive predictive analytics. AI can look at what has been unfolding in a business and its industry to plot the path forward that makes the most financial sense. It’s not exactly a crystal ball, but it’s as close as most businesses should expect to get.

AI upside: More time for high-level engagement

As AI began to make inroads in the business world, experts warned it would ultimately replace hundreds of millions of jobs. While the consensus seems to be that AI doesn’t have what it takes to replace an accountant, it certainly has the potential to reshape the profession in a positive way.

The manual work typical of conventional accounting is tedious, tiresome and time-consuming. Doing it well eats up much of the energy accountants could otherwise apply to higher-level activities. By using AI automation for those tasks, accountants gain the resources needed for high-level engagement.

Accountants who partner with AI gain the capacity to shift their role from bookkeeper to financial advisor. Rather than focusing all of their energy on preparing reports, they are freed up to interpret the reports. Delegating data entry and other day-to-day tasks to AI allows accountants to become strategic partners with the businesses they serve, whether as in-house employees or external advisors.

Financial forecasting becomes much more doable when AI is in play. Accountants can develop comprehensive financial models that forecast future revenue and expenses. They can also assess investment opportunities, such as determining the viability of mergers and acquisitions, and help with risk management and mitigation.

Tax planning and optimization will also become more manageable once AI automations have been added to the mix. Automating data extraction and categorization streamlines the process of classifying expenses for tax purposes and identifying expenses that are eligible for deductions. AI automation can also be used for tax form completion, adding speed and a higher level of accuracy to a process that very few accountants look forward to completing manually.

AI downside: Higher data security risks

Accountants are well aware of the dangers of data breaches. Allowing financial data to fall into unauthorized hands can lead to financial loss, operational disruption, reputational damage and regulatory consequences. Shifting to AI accounting can potentially increase the risk of data breaches.

Changing to AI accounting often means concentrating financial and other sensitive data and moving it to interconnected networks. Concentrating data creates a target that is more desirable to bad actors. Shifting it to the cloud or other interconnected networks creates a larger attack surface. Both factors create situations in which higher levels of data security are definitely needed.

Addressing the heightened threat of cyberattacks requires a combination of tech tools and human sensibilities. To keep accounting data safe, encryption, multifactor authentication, and regular testing and update protocols should be used. Training should also help accounting teams understand what an attack looks like and how to respond if they sense one is being carried out.

AI downside: Less process customization

Developing the types of platforms that can safely and reliably drive AI automations is not an easy — nor cheap — undertaking. Consequently, many companies choose the economy of “off-the-shelf” platforms. However, opting for a standardized platform could mean closing the door on customized financial workflows a company has developed.

For example, an off-the-shelf platform may not have the option of accommodating the accounting rules of highly specialized industries. It may have a predefined chart of accounts structure that doesn’t fit the structure a company has traditionally used. It also may be limited in the formats that can be used for financial reporting, which could require business leaders to make peace with reports that don’t fit their personal tastes.

To avoid big problems that can surface after shifting to off-the-shelf solutions, companies should make sure to take their time and seek software that can scale with their plans for growth. Like any other technological innovation, AI is a tool meant to support and not supplant a company’s processes. The process of selecting an AI platform to improve accounting efficiency begins with mapping out a company’s unique process and identifying where AI can boost efficiency. If the platform you are considering can’t deliver, keep looking.

AI best practice: Take it slow and learn as you go

The biggest temptation for companies as they begin to embrace AI will likely be doing too much too fast and with too little oversight. Artificial intelligence is a remarkable tech tool, but still in its infancy. Taking advantage of its capabilities also requires managing some risks.

For example, AI has what some experts describe as an “explainability” problem. Developers know what AI can do but don’t always know how it does it. Companies that feel compelled to provide their clients or stakeholders with a solid explanation of the process behind their AI automations may be limited in how they can put AI to work.

Now is the time to begin integrating AI with your company’s accounting efforts, but take it slow and learn as you go. A solid best practice is to explore what is available, experiment with how it can help your business, and expect to make many adjustments before you arrive at an optimal process. Your accounting efforts will serve you best when they combine human and artificial intelligence.

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Accounting

Tariffs collide with taxes in Trump bill

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The tax reconciliation bill making its way through Congress is expected to add trillions of dollars to the national debt, but the Trump administration hopes to offset the cost through income from tariffs. Accountants are helping worried companies deal with the possible fallout.

“Obviously, tariffs create a lot of uncertainty,” said Tom Alongi, a partner and U.S. national manufacturing practice leader at UHY, a Top 50 Firm based in Farmington Hills, Michigan. “But with uncertainty for U.S. manufacturers, it creates a lot of opportunity. And for those that are contract manufacturers that use a lot of offshoring, it creates a tremendous amount of angst, especially among the auto industry that really over the last three decades has turned into a global supply chain as we’ve been in a race to the bottom to reduce costs.”

UHY has been helping CFOs deal with the changing tariff policies coming out of the White House. “A lot of companies don’t even realize how deep some of their supply chain and where some of their raw material and purchased components ultimately originate,” said Alongi. 

That involves quantifying the impact, understanding the origin of components and raw materials, and where that fits in the Harmonized System that’s administered by the International Trade Administration, making sure everything is classified correctly. 

The Trump administration hopes to convince more companies to relocate their manufacturing operations to the U.S. But companies are also looking at changing their sourcing to other countries if they’ve been relying too heavily on Chinese-made supplies amid the ever-changing tariff pronouncements.

“That uncertainty does create challenges within our clients of allocation of capital,” said Alongi. “Do I make big bets to transition if I have a huge amount of risk that is isolated in a certain country? What do we potentially do to mitigate that risk?”

Auto manufacturers need to look at the proposed changes to tax credits in the tax bill, including reductions in electric vehicle tax credits and other tax incentives for renewable energy.

“I always knew that it is a great alternative source that fits certain consumers, but I never believed that it was going to take over the world,” said Alongi, who has been driving an EV for over seven years. “The tax credits create a behavior, and they incentivize people to drive electric.” 

The shortcomings in the national infrastructure for charging EV batteries disincentivize broader takeup, and the disappearance of the tax credits would make the vehicles even less affordable.

CBIZ, a Top 10 Firm based in Cleveland, launched an Integrated Tariff Solutions program earlier this month for its clients nationwide, offering support across finance, operations, supply chain strategy, tax and compliance. 

“Like so many other middle-market companies, certainly the larger companies, in this environment, there’s more demand for advice on mitigating exposure,” said Mark Baran, managing director of CBIZ’s National Tax Office. “Tariffs have been relatively low for a long time, and now the supply chain, pricing, vendor relationships and locations of where goods are manufactured need a fresh look.”

Different industries are looking for help, including manufacturing, construction and import. “They’re really looking at how to mitigate these costs, which don’t appear to be slowing down,” said Baran. “It could be temporary, but it’s not right now. So we have developed a number of different avenues to assist our clients, whether it’s evaluating inventory and how to properly account for inventory, whether it’s seeking to help them find locations in the U.S. if they want to bring their manufacturing back to the U.S. and do that in a tax efficient manner. We’re looking at intercompany transactions and layering transfer pricing concepts onto customs, seeing if we could help with savings in that regard. Depending upon what a client does and their structure, there’s probably a number of ways you can tackle tariffs and get ahead of it. “

Customs valuations are important. “It’s really ensuring that you have an accurate customs valuation, and oftentimes that wasn’t looked at accurately, and there are savings that can result from that,” said Baran. “These are considered an intercompany framework, oftentimes on the businesses that are most impacted by this. Looking at that structure is another way of doing this, not just not just transfer pricing, but location-based analysis. It’s taking what has been decades of international tax knowledge and layering on customs, and that’s providing a framework that’s been tested and works and is valuable.”

Baran has also been keeping a close eye on developments with the overall tax legislation. House Republicans have come under pressure from President Trump to finalize the bill this week, but that won’t be the end of the story. “What’s waiting for them at the Senate tells me that this bill may not look the same because there’s already opposition from the Senate, and the Senate has a lot of rules that they need to follow,” said Baran. “The Senate has concerns, and the Senate instructions in the budget reconciliation concurrent resolution are very different than the House, so you may have a House and a Senate that’s producing two completely different bills. While it’s nice to report and discuss all of the changes that are coming out of the House, I think people should just keep in mind that the Senate is next, and do not assume that they will follow suit. So the ultimate bill that’s eventually produced is going to look a lot different than it does now.”

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Accounting

Fastest-growing accounting firms spend double on marketing

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The fastest-growing accounting firms spend twice as much on their marketing budget than all other firms, according to a new study.

The Association for Accounting Marketing, in collaboration with the Hinge Research Institute, surveyed over 87 firms — representing 1,037 offices and 66,000 employees — about the drivers behind the marketing performance of the fastest-growing firms. 

High-growth firms invest two-thirds more in employer branding and recruiting, and they budget more for conferences and events, the data found. 

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When it comes to marketing budgets, the fastest-growing firms spent 2.1% of their revenue versus low-growth firms, which spent 1%. Some of that money is invested in marketing teams. High-growth firms have a higher ratio of marketing staff to full-time equivalents (1:49) compared to other firms (1:57). However, the average salary of a high-growth firm team member is 27% less than at the slowest-growing firms. 

“When it comes to marketing, the accounting industry tends to be risk averse and invests less than most other professional services industries,” Liz Harr, managing partner at Hinge, said in a statement. “But the data shows that those that spend more on marketing are getting superior results.”

High-growth firms also spend 66% more on recruiting talent and developing their employer brands — the reputation, culture, employee experiences and marketing that entices potential hires to choose their firm over another — than low-growth firms. 

(Read more: “The 2025 Fastest-Growing Firms”)

Finally, the fastest-growing firms spend 21% more of their marketing budget on conferences and other in-person events than their peers, with high-growth firms allocating 30% of their budget versus low-growth firms allocating 25%. 

“Today’s high-performing accounting firms are taking a somewhat more balanced approach to marketing,” AAM president Laura Metz said in a statement. “Digital and content marketing budgets are on the rise, but perhaps more than anything, high-growth firms are focused on nurturing relationships in person, whether at industry conferences or their own client appreciation events. These gatherings aren’t just line items, they’re growth strategies where the strongest connections, best leads and boldest brand moments take shape.”

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Trump says tax bill ‘close’ as holdouts threaten to sink it

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President Donald Trump said his massive tax package is close to being finalized, having notched a deal over the state and local tax deduction, but the White House has yet to win over a faction of conservatives who want more austere spending cuts.

“We’re doing very well. It’s very close,” Trump told reporters Wednesday.

House Speaker Mike Johnson announced Wednesday that he had an agreement with lawmakers from high-tax states to increase the limit on the SALT deduction to $40,000. 

“The members of the SALT caucus negotiated yesterday in good faith,” Representative Mike Lawler, a New York Republican, told Bloomberg Television. “We settled on something that we believe in, we support.”

However, several hardline Republicans said House GOP leaders aren’t honoring concessions the White House promised them and are threatening to tank the bill. 

But the White House says they never made a deal, instead presenting some of the conservative holdouts with a menu of policy options that the Trump administration can live with, a White House official said. 

The White House made clear to conservatives they would have to persuade their moderate colleagues to sign onto those ideas, the official said, a challenging feat given Republicans’ narrow and fractious House majority.

Trump and Johnson plan to meet with some of the ultraconservative lawmakers at the White House at 3 p.m., a person familiar with the plans said. That meeting will be an opportunity to strike a deal, the Trump official said.

Ultraconservative Representative Andy Harris of Maryland cast the conversations with the White House as a “midnight deal” for deeper cuts in Medicaid and faster elimination of Biden-era clean energy tax breaks.

“I’m sorry, but that’s a pay grade above the speaker,” Harris said. 

Harris said the bill doesn’t reflect that agreement and hardliners will block the package if it comes to a vote. Representative Ralph Norman, an ultraconservative from South Carolina, said the bill “doesn’t have the votes. It’s not even close.”

Freedom Caucus members said they aren’t moving the goal posts by asking for more spending cuts than the budget outline they already voted for. They said they want to rearrange the spending cuts to focus on ending “abuse” in Medicaid and immediately ending green energy tax breaks.

House Republicans leaders are also planning to accelerate new Medicaid work requirements to December 2026 from 2029 in a bid to satisfy ultraconservatives, according to a lawmaker familiar with the discussions. 

How deeply to cut safety-net programs such as food assistance and Medicaid health coverage for the poor and disabled has been a sticking point in reaching agreement on Trump’s tax bill, as Johnson attempts to navigate a narrow and fractious majority.

Harris and Norman spoke shortly after Johnson announced the SALT agreement on CNN. 

Johnson said there is “a chance” the package could come to a vote Wednesday.

But several ultraconservatives cast doubt on that. “There’s a long way to go,” said Representative Chip Roy of Texas, another Republican hardliner.

The speaker can only lose a handful of votes and still pass the bill, which is the centerpiece of Trump’s legislative agenda.

The $40,000 SALT limit would phase out for annual incomes greater than $500,000 for the 10-year length of the bill, Lawler said. The income phaseout threshold would grow 1% a year over a decade, a person familiar with the matter said.

The cap is the same for both individual taxpayers and married couples filing jointly, the person added.

Another person described the income phase-out as gradual, so that taxpayers earning more than $500,000 would not be punished.

Several lawmakers —  New York’s Lawler, Nick LaLota, Andrew Garbarino and Elise Stefanik; New Jersey’s Tom Kean, and Young Kim of California — have threatened to reject any tax package that does not raise the SALT cap sufficiently.

The current write-off is capped at $10,000, a limit imposed in Trump’s first-term tax cut bill. Previously, there was no limit on the SALT deduction and the deduction would again be uncapped if Trump’s first-term tax law is allowed to expire at the end of this year.

Johnson’s plan expands upon the $30,000 cap for individuals and couples included in the initial version of the tax bill released last week. That draft called for phasing down the deduction for those earning $400,000 or more. That plan was quickly rejected by several lawmakers from high-tax districts who called the plan insultingly low.

The acceleration of new Medicaid work requirements could become an issue in the midterm elections — which fall just one month earlier — with Democrats eager to criticize Republicans for restricting health benefits for low-income households. 

House leaders’ initial version of legislation pushed back the new requirements until after the next presidential election.

The earlier date for the Medicaid work requirement could alienate several Republicans from swing districts concerned about cuts to the healthcare program. It is also likely to provoke a backlash in the Senate.

It will be very difficult for states to implement the work requirements in a year and a half, said Matt Salo, a consultant who advises health care companies and formerly worked for the National Association of Medicaid Directors.

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