Tipping Point: Accountants Scramble for AI Tech

New workflow systems expected to cut labor problems and shore up profit margins.

Coming out of tax season, more than 55% of firms are looking for new artificial intelligence solutions, up 10 points from before the season. The scramble for practice management and workflow solutions has almost doubled. (CPA Trendlines Research)

By CPA Trendlines Research

The CPA Trendlines Busy Season Barometer shows accounting firms are already planning changes to their technology and workflows, aiming to address the same pressures that defined this year’s busy season.

The research points to a profession broadly aligned with what needs to change, but much less aligned with how quickly those changes can be put into practice.


MORE Busy Season Barometer Join the survey. Get the results.MORE Busy Season | MORE Tech and AI

Firms across the spectrum, whether reporting a better or worse tax season, identify similar priorities: improving efficiency, reducing manual work and making better use of technology.

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 Busy Season 2026: Clients, Pricing, Staffing… CRUNCH

CPA Trendlines Busy Season Barometer: Modest Gains, Mixed Outlook, Cautious Tech Upgrades Ahead

Top concerns: “The returns aren’t harder—they’re just later.” (CPA Trendlines Busy Season Barometer)
Join the survey. Get the results.

By CPA Trendlines Research

The 2026 tax season shows some gradual improvement for certain firms, but most practitioners report conditions that remain largely unchanged from a year ago, according to the latest data from the CPA Trendlines Busy Season Barometer.

For More Busy Season Trends and Strategies: Join the survey. Get the results.

MORE Tax Season 2026

The good news is: 2026 hasn’t turned into the disaster some were expecting with a new tax law and diminished IRS. The bad news is: 2026 is turning into a relatively routine year — without the advances in workflow or the better margins from higher-value services that some were hoping for.

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Inside Tax Season’s Hidden Shift: Same Work, Fewer People, Higher Cost

And that’s the good news.

Your mileage may vary: The tax and accounting workforce is churning out almost as many returns. But with rising labor costs. Is that a margin squeeze or the firm of the future? (Index = pro-filed tax returns, annualized payrolls, and headcounts)

By CPA Trendlines

New CPA Trendlines Research suggests that the much vaunted promises of AI-enabled efficiencies are still just that – promises.

MORE Tax Season

So far this year, firms are producing even fewer tax returns than at the same time last year, while salaries are increasing.

The problem gets worrisome when you notice that headcounts are flat to down. Or, are these the signs of a new paradigm?

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PE Wars: Top CPA Platforms Battle for Supremacy

After hundreds of deals, the data show a gravitational pull toward a handful of buyers now driving the profession’s future.

CPA Trendlines PE Deal Tracker: Mega-aggregators dominate the money flow as the race tightens between Ascend, Aprio, Crete, Eisner and Ryan.

By CPA Trendlines Research

The frantic pace of deal-making in March has officially transitioned the accounting industry from a “consolidation phase” into a “platform war.”

As the first quarter concludes, the narrative is no longer just about who is buying whom, but about which investment philosophy—and which technology stack—will dominate the next decade.

The conventional narrative about private equity in accounting says capital is flooding in, the profession is democratizing, and every CPA firm in America can access institutional money for the first time. But the cold, hard data tells a different story.

MORE in Private Equity | Alan Whitman Plants a Flag in the Private Equity Landscape | The PE Takeover: Audit Problem? What Audit Problem? | The 7.6x Machine: How Grassroots Firms Are Taking Private Equity for a Ride | Why the Next Big CPA Firms Won’t Look Like CPA Firms

Of the 427 transactions logged in the CPA Trendlines PE-CPA Deal Tracker™ since 2016, more than 200 — nearly half — are concentrated in just 10 platforms. That challenges the notion of a market open to all.

The idea that PE would spread evenly across hundreds of firms, like a broad revolution, is, in the actual deal flow, a rapid gravitational implosion around a handful of mega-aggregators that are vacuuming up firms faster than the rest of the market combined. The acceleration curve alone should unsettle anyone clinging to the idea that this market is still nascent. READ MORE →

How to Choose a Specialty

Woman's hand pressing words "ASK AN EXPERT"

Considerations that might not have occurred to you.

By Ed Mendlowitz
Call Me Before You Do Anything: The Art of Accounting

Once you decide upon a specialization, you need to go about making yourself an expert. Read, join professional associations, take focused CPE, and try to write articles or give speeches. Accountants who are industry experts become industry thought leaders.

MORE by Ed Mendlowitz
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Some specialties require obtaining designations or certificates of completion that require study and time – an investment you and the firm would have to make. There is no easy path to growing and establishing expertise, but it is a joyful ride.
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