629 accounting firms told the AICPA what their biggest current problem was this spring. At the smallest ones, it was not hiring.
What the Smallest Firms Actually Said
The 2026 PCPS Top Issues Survey ran from 20 April to 22 May and drew 629 responses. Solo practitioners and firms with two to ten professionals both ranked managing tax law complexity as their number one current issue. Hiring experienced staff came first only for firms with 11 to 30 employees. At 31 to 100 it was developing next-generation leadership. At 101 to 500, technology adoption and integration.
The profession discusses the accountant shortage as though every firm feels it the same way. The survey says otherwise. The shortage bites hardest in the middle of the size range. At the bottom, something else sits in front of it.
That distinction matters, because a firm solving for the wrong constraint spends a year recruiting for a problem recruiting was never going to touch.
Complexity Is Not a Comprehension Problem
A CPA with twenty years in practice is not confused by the rules. So it is worth being precise about what managing tax law complexity means when a firm owner ranks it first.
It is rarely the difficulty of understanding a provision. It is the cost of locating the one that applies. The answer almost always exists already: in guidance, in last year's workpapers, in an engagement letter, in a memo somebody wrote in March, in the client's own documents. The work is retrieval.
Retrieval does not scale with expertise. Every additional client, every additional year of files, every rule change multiplies the number of places an answer could be hiding without multiplying the number of people who know where to look. A firm of four has the same number of jurisdictions to track as a firm of forty and one fortieth of the search capacity.
This is why the complaint sounds like a knowledge problem and behaves like an infrastructure one.
Why Another Hire Would Not Fix It
Suppose the hiring market cooperated tomorrow. A new senior arrives knowing tax law and knowing nothing about your firm: where the prior-year files sit, which client has the unusual state filing, what a partner decided in 2023 and the reasoning behind it.
That knowledge lives in one person's memory and in folders nobody indexed. Onboarding is the process of transferring it one interruption at a time, and the person doing the transferring is the same person who was already the constraint. For the first several months, a hire subtracts capacity from the exact place the firm has least of it.
There is also the question of whether the hire is available at all. CPA Practice Advisor argued in August that the profession has moved past a simple headcount shortage into a skills shortage, which is a harder thing to recruit your way out of. A vacancy you cannot fill is not a plan.
The Firms With the Sharpest Version of This Are the Slowest to Address It
Here is the part of the survey worth sitting with. Changes in technology and rising adoption of AI ranked in the top two among five of the six firm sizes. Among firms with two to ten professionals, it ranked third.
The group whose number one problem is a retrieval problem is the group least likely to prioritise the category of tool that addresses retrieval. Some of that caution is well earned. Cybersecurity and data privacy also sit among the top issues for the smallest firms, and reasonably so: a four-person practice holds the same confidential client data as a national one, with none of the compliance staff to supervise where it goes.
But the cost of waiting is not neutral. It shows up as hours spent locating something rather than billing it, as turnaround times that slip in March, and as advisory work that never gets started because compliance work expanded to fill the calendar. Advisory prices better than compliance. The firms that never reach it are usually the ones still looking for last year's file.
What the Fix Looks Like
The principle is straightforward. Stop treating the firm's own documents as an archive that people search and start treating them as something the firm can ask questions of.
That is the problem MetaWurks was built around. It ingests the files a practice already has, including PDFs, spreadsheets and scanned documents, and makes them answerable in plain English rather than through folder navigation. Retrieval runs across the whole knowledge base, so the question is what a client agreed to in 2023, not which drive that agreement might be on. A multi-model router picks the model for each query, so nobody on staff is choosing between AI tools.
On the data question, the controls are the point: end-to-end encryption, single sign-on, role-based access so a staff member's reach matches their engagement, and audit logs showing what was asked and by whom. It is the kind of thing a firm of four can test against its own files in an afternoon, rather than commission a project to evaluate.
None of that removes judgment from the work. It removes the part of the day spent reconstructing what the firm already decided.
The smallest firms in the AICPA's sample are not confused about tax law and they are not primarily short of applicants. They are carrying a search cost that grows every year while the number of people available to absorb it stays at one or two.
Hiring adds capacity to do the work. It does nothing about the hours that disappear before the work starts.
Join the Conversation
When something takes too long at your firm, is it because nobody knows the answer, or because nobody can find where it was already written down?