At our AI Tax Summit on May 21 at Nasdaq Tower, we brought together leaders from some of the country's largest CPA firms to talk candidly about where the profession is headed. The room held a real mix of views: skepticism about the AI labs' boldest claims, cautious optimism about what's actually working in production, and a healthy dose of pragmatism in between.
One conversation has stayed with me. A partner with three decades in the profession pulled me aside afterward and asked honestly whether AI would actually benefit most accountants and most firms, or whether this is just another cycle of hype that makes vendors rich and leaves practitioners holding the bill.
That's a fair question. Here's my honest answer: This may be the best time in decades to be a CPA.
For years, the profession has had a leverage problem. Highly trained professionals have spent too much of their time on work that technology should handle. Offshoring added labor. AI adds capacity. That distinction is what makes this moment different from every prior cycle of hype.
The narrative most people are hearing is wrong
The loudest voices in the AI conversation are forecasting mass displacement: Half of white-collar work, gone. It's an attention-grabbing story. But it isn't what I see.
The work isn't disappearing. The shape of it is changing. The real risk, the one I worry about, isn't that AI replaces accountants. It's that many firms aren't yet prepared for the shift in capacity that's coming. The next few years will sort firms into two groups: those that used this moment to grow, and those that didn't. The gap between them will be significant.
The profession has been running on empty
This isn't a new problem. The profession has been operating well past capacity for years. Burnout is widespread. More than 300,000 accountants have left the profession in recent years, according to AICPA data, while the pipeline of new graduates and CPA candidates has been shrinking. That isn't a staffing shortage. It's a secular — structural capacity crisis.
A striking amount of the actual work is still done manually. Accountants are among the most capable professionals I've worked with, and many of them spend meaningful portions of their days on tasks that have no business requiring their training. Document chasing, data entry, reconciliations, line-by-line review of routine returns. Goldman Sachs Asset Management reports a
The most common response to this pressure was offshoring. It helped firms survive a difficult labor market. But offshoring added labor. It didn't add capacity. More hands doing the same work isn't leverage. The profession needs better tools.
Accounting has absorbed every prior wave of disruption and grown
The anxiety about AI is understandable. But there is a pattern in how the profession has responded to major technological change that is worth paying attention to.
Two things have repeated across every era. When systems become more complex, clients need trusted advisors to help navigate them, and CPAs have consistently stepped up to fill that role. And when automation increases productivity, firms fill the new capacity with bigger, higher-margin services.
The ATM comparison gets made often, but it holds up. When ATMs arrived, the consensus was that bank tellers would disappear. Instead, teller employment kept growing for decades. Banks opened more branches, offered more services, and the broader financial services workforce expanded. Technology didn't shrink the industry. It changed what the industry could do.
Capacity gets filled by the firms that adapt. For these firms productivity will increase exponentially.
What actually changes
The honest case for optimism isn't that AI is harmless. It's that what AI is coming for is the work that accountants never wanted to spend their careers doing in the first place. The work that machines can do.
The data entry. The late-night reconciliations. The ticking and tying through routine workpapers. When that work becomes genuinely automated, not shifted to a human reviewer under a different label, but actually done, professionals get time back. That time moves into planning, advisory, client relationships and strategy.
Margins improve. Revenue per person rises. Firms can serve more clients without growing headcount at the same pace. The economic profile of a well-run firm starts to look more like a technology-enabled services business rather than a traditional services firm with offshoring arbitrage.
What this means for the next generation
The story about why young professionals have been leaving accounting is usually framed as a generational attitude problem. I don't think that's right. The people entering the field are smart, ambitious and genuinely interested in the work. What's been hard to absorb is spending the first years of a career on tasks that feel disconnected from the value the profession can actually provide.
When preparation work is meaningfully automated, early-career staff aren't buried in data entry. Managers aren't spending all of their bandwidth on routine review. People develop broader skills earlier, engage with clients differently, and the career starts to match what drew them to it.
The profession doesn't have a talent problem. It has capacity and leverage problems. AI is the first tool in a generation that has a real chance of fixing it.
What comes next
We're in the early innings for adoption, with autonomous tax preparation already running in production at a growing number of firms. Individual returns and K-1 processing are moving faster than most people expected. Black Ore's Tax Autopilot is processing returns at a fraction of the time previously required, with the firms using it already seeing a capacity shift. The expansion to additional return types, more complex scenarios, and broader firm workflows is underway.
The CPA's role in routine engagements shifts toward providing the context and judgment that only they can offer, and retaining final authority before anything is filed. That isn't a diminishment of the profession. It's a redirection toward the work that actually requires a CPA.
We are also seeing wealth management and accounting converge. More firms are expanding into family office services, financial planning and estate work for high-net-worth clients. As automation increases capacity, the scope of what a firm can credibly offer expands with it.
The accounting firm of the next decade isn't just a compliance practice. It's a financial services platform built on the trust and technical depth CPAs have spent generations earning.
The bottom line
For years, the conversation about the future of accounting has focused on burnout, staffing shortages and shrinking capacity. Those challenges are real. But we now have powerful technology capable of addressing the underlying causes.
Accounting has adapted to every major wave of change in its history. Each one created uncertainty. Each one also created massive opportunities for the firms willing to adapt and move.
The firms that take this seriously, that don't just layer AI onto existing workflows but actually rethink how work is organized and how professionals develop, will expand capacity, deepen client relationships, and build careers that attract the next generation rather than push it away.
Offshoring added labor. AI adds capacity. The frontrunner firms that figure out how to deploy that capacity well will look very different and considerably more attractive by the end of this decade, in stark contrast to firms that waited, watched and fell behind.
