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Accounting Firms

The AI Exposure Index: Accounting

Your clients can buy most of what’s named here without you. What decides your exposure is whether they can finish the job once they’ve bought it.

Replaced, Repriced and Defensible, left to right. 17 accounting service lines, read against a census of 118 AI companies selling into them.

Ranked

12 of 17 service lines your clients can now handle without you

Every one of these service lines has companies selling that work straight to your clients. They’re ordered by how many.

  1. 1Bookkeeping & monthly close18
  2. 2Client accounting services & outsourced controller16
  3. 3Business tax preparation & filing13
  4. 4Individual tax preparation (1040)12
  5. 5Payroll processing & compliance12
  6. 6R&D tax credit & incentive studies11
  7. 7Sales & use tax and indirect tax compliance11
  8. 8Fractional CFO & FP&A advisory10
  9. 9SOC 1 & SOC 2 examinations9
  10. 10Strategic tax planning & entity structuring9
  11. 11Transaction advisory & business valuation9
  12. 12Tax controversy & IRS representation7

Tap a service line to see the companies behind its number

Replaced

Repriced

Defensible

What does this Index measure?
Every competitor in this census is selling today. Some sell software, and some sell the finished work the way an accounting firm does. What decides a service line’s exposure is whether the client can get that work without the firm. Where the client can, we mark the line replaced. Where the client still needs someone to run the AI and check its output, the firm keeps the work at fewer hours, so we mark the line repriced. Where nothing on the market does that work at all, we mark the line defensible. Open a line below to see the companies attacking the work it bills for.
Where did the companies come from?
We ran one research sweep per service line, then checked every entry again: we opened the cited source and confirmed it named the company and backed the figure. We dropped anything resting on an aggregator profile, an undated release, or a figure that appeared nowhere in its own source, and we estimated nothing. That took out six entries. What is left is 118 distinct companies across 168 placements, and since one company often sells into several lines, we credit a product to the company that sells it.
How was each company placed?
We place a company on a service line when it targets the work that line bills for, not a task beside it. The verdict sits on the line, never on a company. No company here carries a buyer tag: an earlier edition tagged vendors by who buys them, taken off the vendors’ own marketing, and we couldn’t confirm those tags company by company, so we pulled the field from every edition. Where a line’s verdict and its company list look like they disagree, that gap is the finding, and a note on the line explains it.
What counts as a service line?
A service line earns a place when a firm bills for it as its own engagement. We split lines wherever the buyer, the billing model, or the licensure requirement differs, because each of those changes whether a client can get the deliverable alone. The field is 17 service lines carrying all 118 companies.
What does this Index not cover?
We exclude practice management, billing, and client-portal software. That software helps run the firm; it doesn’t take a service line. Payroll stays in because firms still bill it, though most of that work went to platform providers before AI arrived, so read its verdict as a standing loss rather than a new one. Wealth management sits outside this Index. It is a licensed business a firm runs alongside its accounting practice, and this Index covers accounting work. Treat the counts as a floor, since a sweep only finds the companies that publish.
How should I read it?
A competitor named here isn’t lost revenue. We read shipped product and live service as of mid-2026, so the Index shows who is coming for the work, not billing that has already moved. 5 of the 17 verdicts land below high confidence, and each of those notes says why.

Sources

Every company named in the Index links to its own site, so each entry can be checked at the source.

Download the dataset

Reviewed . Licensed CC BY-ND 4.0. Share and cite it with attribution and a link back, but don’t republish a modified or rebranded copy.

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Corrections and additions

This is a living census, not a closed report. If a company is missing, sits under the wrong service line, carries a verdict you can argue with, or has a better primary source, send it with a link. Useful for anyone who sees a gap in a service line they know, and for vendors who want the record accurate.

shawn@upshiftco.com