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Marcum releases AskMarcum.ai tool after 18 months development

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Top 25 firm Marcum announced the release of a new AI tool called AskMarcum.ai, a product from Marcum Labs, the firm’s technology incubator. The software, which has been in development for 18 months, is already being used by the firm’s professionals to assist with productivity and efficiency. Other organizations became aware of the solution and wanted a comparable one for themselves, which drove the commercialization of the once-internal product. 

“AskMarcum.ai began as an internal initiative to advance the Firm’s operational efficiency. It quickly proved to be a resounding success, streamlining workflows, deepening our innovative culture, and sparking conversations among clients and peers,” said Peter Scavuzzo, CEO of Marcum Technology. “The buzz it created was undeniable; other organizations began to approach us, intrigued by its impact and looking for options to capitalize on the value for their organization. This helped us realize AskMarcum.ai’s larger potential as a solution for the broader market.”

In a later email, Scavuzo said the tool is most commonly used for rapid templating, first drafts, content pro typing, and everyday tasks such as writing emails, creating macros, and marketing ideas that help the users in their daily tasks by making them more efficient. Last year the firm actually held a contest for the best use cases by staff. Some of the winners included: 

  • Creating a letter template about IRS abatement.
  • Translate an international reporting document into English.
  • Reformat AG aging schedule from raw data – Generate a VBA code to execute.
  • Provide examples of different types of transactions that would require a 754 adjustment.
  • Add specific functionality to an Excel Spreadsheet.
  • Breakdown complicated ASCs into digestible analogies “even a kid could understand.”

Scavuzzo said so far, in 2024, the latest AskMarcum.ai winner used the tool to build Visual Basic code for Excel to rapidly perform data analysis and automation with a complex Excel workbook for a client deliverable.
The product will be uniquely branded to each organization that uses it, allowing them to rename the platform to mirror their brand and offer a personalized experience. Designed as a foundational tool, the solution is tailored specifically to the user’s unique datasets and is hosted in their organization’s private Azure instance for security and privacy reasons. Internally, though, it also sports a transparency audit tool that allows organizations to monitor usage across the organization, which not only supports accountability but helps identify the most effective use cases, maximize the value derived from the solution, and then socialize those best use cases with their team.

AskMarcum.ai integrates within Microsoft Teams as a plugin, which will let employees use the solution within their existing collaboration and workflow. This allows the tool to be accessible through the user’s entire Microsoft platform, including full mobility. While right now the foundational product requires interaction, the product is road-mapped to eventually perform pre-set tasks proactively.

The model itself is based on Microsoft Azure Open AI’s GPT4-Turbo LLM model hosted within a private and secure Azure tenant with no alterations. Scavuzzo said he believes that with the variety of enterprise LLMs and vendors working on industry-specific LLMs and SLMs, the real investment should be in building a flexible platform that can dynamically leverage a variety of these services through inference and exceptional prompt engineering. Scavuzzo said Marcum has invested a considerable amount in terms of dollars over the last 18 months to develop this solution, most of which went towards upskilling the most technically proficient and innovative leaders and directing their time toward developing this solution. They also recruited for new, AI-specific positions to support the initiative, and the firm continues hiring in that area. Comprehensive training programs have also been implemented to ensure everyone involved is well-equipped to contribute to the project.

While the firm is not sharing its base pricing publicly, Scavuzzo said there will be a negotiated monthly base fee based on the volume of licensing purchased that will vary by organization. The variable consumption pricing that an organization will have directly with Microsoft will be based on the current pricing, investments, and licensing program the organization has with Microsoft.

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Accounting

Accounting firms seeing increased profits

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Accounting firms are reporting bigger profits and more clients, according to a new report.

The report, released Monday by Xero, found that nearly three-quarters (73%) of firms reported increased profits over the past year and 56% added new clients thanks to operational efficiency and expanded service offerings.

Some 85% of firms now offer client advisory services, a big spike from 41% in 2023, indicating a strategic shift toward delivering forward-looking financial guidance that clients increasingly expect.

AI adoption is also reshaping the profession, with 80% of firms confident it will positively affect their practice. Currently, the most common use cases for AI include: delivering faster and more responsive client services (33%), enhancing accuracy by reducing bookkeeping and accounting errors (33%), and streamlining workflows through the automation of routine tasks (32%).

“The widespread adoption of AI has been a turning point for the accounting profession, giving accountants an opportunity to scale their impact and take on a more strategic advisory role,” said Ben Richmond, managing director, North America, at Xero, in a statement. “The real value lies not just in working more efficiently, but working smarter, freeing up time to elevate the human element of the profession and in turn, strengthen client relationships.”

Some of the main challenges faced by firms include economic uncertainty (38%), mastering AI (36%) and rising client expectations for strategic advice (35%). 

While 85% of firms have embraced cloud platforms, a sizable number still lag behind, missing out on benefits such as easier data access from anywhere (40%) and enhanced security (36%).

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Accounting

Private equity is investing in accounting: What does that mean for the future of the business?

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Private equity firms have bought five of the top 26 accounting firms in the past three years as they mount a concerted strategy to reshape the industry. 

The trend should not come as a surprise. It’s one we’ve seen play out in several industries from health care to insurance, where a combination of low-risk, recurring revenue, scalability and an aging population of owners create a target-rich environment. For small to midsized accounting firms, the trend is exacerbated by a technological revolution that’s truly transforming the way accounting work is done, and a growing talent crisis that is threatening tried-and-true business models.

How will this type of consolidation affect the accounting business, and what do firms and their clients need to be on the lookout for as the marketplace evolves?

Assessing the opportunity… and the risk

First and foremost, accounting firm owners need to be aware of just how desirable they are right now. While there has been some buzz in the industry about the growing presence of private equity firms, most of the activity to date has focused on larger, privately held firms. In fact, when we recently asked tax professionals about their exposure to private equity funding in our 2025 State of Tax Professionals Report, we found that just 5% of firms have actually inked a deal and only 11% said they are planning to look, or are currently looking, for a deal with a private equity firm. Another 8% said they are open to discussion. On the one hand, that’s almost a quarter of firms feeling open to private equity investments in some way. But the lion’s share of respondents —  87% — said they were not interested.

Recent private equity deal volume suggests that the holdouts might change their minds when they have a real offer on the table. According to S&P Global, private equity and venture capital-backed deal value in the accounting, auditing and taxation services sector reached more than $6.3 billion in 2024, the highest level since 2015, and the trend shows no signs of slowing. Firm owners would be wise to start watching this trend to see how it might affect their businesses — whether they are interested in selling or not.

Focus on tech and efficiencies of scale

The reason this trend is so important to everyone in the industry right now is that the private equity firms entering this space are not trying to become accountants. They are looking for profitable exits. And they will do that by seizing on a critical inflection point in the industry that’s making it possible to scale accounting firms more rapidly than ever before by leveraging technology to deliver a much wider range of services at a much lower cost. So, whether your firm is interested in partnering with private equity or dead set on going it alone, the hyperscaling that’s happening throughout the industry will affect you one way or another.

Private equity thrives in fragmented businesses where the ability to roll up companies with complementary skill sets and specialized services creates an outsized growth opportunity. Andrew Dodson, managing partner at Parthenon Capital, recently commented after his firm took a stake in the tax and advisory firm Cherry Bekaert, “We think that for firms to thrive, they need to make investments in people and technology, and, obviously, regulatory adherence, to really differentiate themselves in the market. And that’s going to require scale and capital to do it. That’s what gets us excited.”

Over time, this could reshape the industry’s market dynamics by creating the accounting firm equivalent of the Traveling Wilburys — supergroups capable of delivering a wide range of specialized services that smaller, more narrowly focused firms could never previously deliver. It could also put downward pressure on pricing as these larger, platform-style firms start finding economies of scale to deliver services more cost-effectively.

The technology factor

The great equalizer in all of this is technology. Consistently, when I speak to tax professionals actively working in the market today, their top priorities are increased efficiency, growth and talent. Firms recognize they need to streamline workflows and processes through more effective use of technology, and they are investing heavily in AI, automation and data analytics capabilities to do that. Private equity firms, of course, are also investing in tech as they assemble their tax and accounting dream teams, in many cases raising the bar for the industry.

The question is: Can independent firms leverage technology fast enough to keep up with their deep-pocketed competition?

Many firms believe they can, with some even going so far as to publicly declare their independence.  Regardless of the path small to midsized firms take to get there, technology-enabled growth is going to play a key role in the future of the industry. Market dynamics that have been unfolding for the last decade have been accelerated with the introduction of serious investors, and everyone in the industry — large and small — is going to need to up their games to stay competitive.

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Accounting

Trump tax bill would help the richest, hurt the poorest, CBO says

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The House-passed version of President Donald Trump’s massive tax and spending bill would deliver a financial blow to the poorest Americans but be a boon for higher-income households, according to a new analysis from the Congressional Budget Office.

The bottom 10% of households would lose an average of about $1,600 in resources per year, amounting to a 3.9% cut in their income, according to the analysis released Thursday. Those decreases are largely attributable to cuts in the Medicaid health insurance program and food aid through the Supplemental Nutrition Assistance Program.

Households in the highest 10% of incomes would see an average $12,000 boost in resources, amounting to a 2.3% increase in their incomes. Those increases are mainly attributable to reductions in taxes owed, according to the report from the nonpartisan CBO.

Households in the middle of the income distribution would see an increase in resources of $500 to $1,000, or between 0.5% and 0.8% of their income. 

The projections are based on the version of the tax legislation that House Republicans passed last month, which includes much of Trump’s economic agenda. The bill would extend tax cuts passed under Trump in 2017 otherwise due to expire at the end of the year and create several new tax breaks. It also imposes new changes to the Medicaid and SNAP programs in an effort to cut spending.

Overall, the legislation would add $2.4 trillion to US deficits over the next 10 years, not accounting for dynamic effects, the CBO previously forecast.

The Senate is considering changes to the legislation including efforts by some Republican senators to scale back cuts to Medicaid.

The projected loss of safety-net resources for low-income families come against the backdrop of higher tariffs, which economists have warned would also disproportionately impact lower-income families. While recent inflation data has shown limited impact from the import duties so far, low-income families tend to spend a larger portion of their income on necessities, such as food, so price increases hit them harder.

The House-passed bill requires that able-bodied individuals without dependents document at least 80 hours of “community engagement” a month, including working a job or participating in an educational program to qualify for Medicaid. It also includes increased costs for health care for enrollees, among other provisions.

More older adults also would have to prove they are working to continue to receive SNAP benefits, also known as food stamps. The legislation helps pay for tax cuts by raising the age for which able bodied adults must work to receive benefits to 64, up from 54. Under the current law, some parents with dependent children under age 18 are exempt from work requirements, but the bill lowers the age for the exemption for dependent children to 7 years old. 

The legislation also shifts a portion of the cost for federal food aid onto state governments.

CBO previously estimated that the expanded work requirements on SNAP would reduce participation in the program by roughly 3.2 million people, and more could lose or face a reduction in benefits due to other changes to the program. A separate analysis from the organization found that 7.8 million people would lose health insurance because of the changes to Medicaid.

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