AI accounting statistics: what 72 AI tools disclose

Live figures from this directory’s records of 72 AI accounting tools: how many state a SOC 2 report, say whether they train on customer data, describe human review and publish prices. Each count links to the listings behind it, and each listing links to the vendor’s own page.

Updated . By AI Accounting Vendors. Free to cite with attribution. For fixed figures to quote, use the dated State of AI Accounting Tools, Q4 2026.

The headline numbers

  • 44 of 72

    AI accounting tools state a SOC 2 Type II report

    61%See the tools

  • 30 of 72

    AI accounting tools say they don't train AI models on customer data

    42%See the tools

  • 34 of 72

    AI accounting tools don't say whether they train on customer data

    47%See the tools

  • 44 of 72

    AI accounting tools describe a person reviewing AI output by default

    61%See the tools

  • 2 of 72

    AI accounting tools describe processing without human review by default

    3%See the tools

  • 28 of 72

    AI accounting tools publish a starting price

    39%See the tools

Counts are of what each vendor’s own pages state, not independent audits. “Don’t say” means we couldn’t find a published statement either way. Definitions are on the methodology page.

Training on customer data

Whether a vendor uses customer data to train AI models is the question firms ask first, and the one vendors answer least consistently.

What vendors’ published policies say, across 72 tools
Published policyToolsShare
Customer data isn't used for training30
Used by default, with an opt-out0
Used in some form8
No clear published answer34

By area of accounting work

Share of tools in each area that state each item. A tool can cover several areas.
AreaToolsSOC 2 Type IINo training on customer dataTraining policy unclearHuman review by defaultPublish pricing
Close & reconciliation2669%38%46%62%42%
Bookkeeping2361%30%52%57%70%
AP & invoices2167%24%62%24%52%
FP&A1567%40%40%47%47%
Tax preparation1250%50%42%83%33%
Audit989%67%22%89%0%
Practice management757%57%43%43%86%
Lease accounting520%60%20%100%0%
Tax research450%75%25%100%50%

Which ledgers the tools connect to

Tools whose own documentation describes an integration with each ledger
LedgerToolsShare of 72
NetSuite30
QuickBooks Online25
Xero25
Sage Intacct20
Microsoft Dynamics20

Funding announced by AI accounting startups

Rounds announced by the 39 private companies in the directory that have raised money, with a source for each in the funding tracker. Totals count disclosed equity rounds only; debt and grants are excluded.

Announced rounds by year, 2023 to 2026 (year to date). Companies in this directory only.
YearRounds announcedEquity rounds with an amountDisclosed total
202655$1.09B
20251714$712.3M
20241312$636.5M
202365$214.6M

Largest disclosed rounds

  1. Ramp: $750M, Jun 4, 2026 (source)
  2. Tipalti: $270M Series F, Dec 8, 2021 (source)
  3. AppZen: $180M Series D, Sep 22, 2025 (source)
  4. Tipalti: $150M Series E, Oct 6, 2020 (source)
  5. Pigment: $145M Series D, Apr 4, 2024 (source)

Jobs: the federal outlook

The U.S. Bureau of Labor Statistics projects employment of accountants and auditors to grow 5 percent from 2025 to 2035, and bookkeeping, accounting and auditing clerk jobs to decline 6 percent, which BLS attributes to software automating many clerk tasks. Figures by role are in the accounting job outlook.

Charts to embed

Free to use in articles and reports under CC BY 4.0. Each chart updates with the directory and carries its source line; the embed code links back here.

Bar chart: of 72 AI accounting tools, 30 say they don't train AI on customer data, 0 train with an opt-out, 8 use customer data for training in some form, and 34 give no clear answer. Source: AI Accounting Vendors.
Download PNG
<a href="https://aiaccountingvendors.com/statistics"><img src="https://aiaccountingvendors.com/charts/training-policy.png" alt="Bar chart: of 72 AI accounting tools, 30 say they don't train AI on customer data, 0 train with an opt-out, 8 use customer data for training in some form, and 34 give no clear answer. Source: AI Accounting Vendors." width="1200" height="675" style="max-width:100%;height:auto"></a>
<p>Source: <a href="https://aiaccountingvendors.com/statistics">AI Accounting Vendors</a></p>
Bar chart: of 72 AI accounting tools, 44 state a SOC 2 Type II report, 2 a Type I report, and 26 make no statement we could find. Source: AI Accounting Vendors.
Download PNG
<a href="https://aiaccountingvendors.com/statistics"><img src="https://aiaccountingvendors.com/charts/soc2.png" alt="Bar chart: of 72 AI accounting tools, 44 state a SOC 2 Type II report, 2 a Type I report, and 26 make no statement we could find. Source: AI Accounting Vendors." width="1200" height="675" style="max-width:100%;height:auto"></a>
<p>Source: <a href="https://aiaccountingvendors.com/statistics">AI Accounting Vendors</a></p>
Bar chart: of 72 AI accounting tools, 44 describe a person reviewing AI output by default, 20 let the customer choose, 2 describe no review by default, and 6 don't say. Source: AI Accounting Vendors.
Download PNG
<a href="https://aiaccountingvendors.com/statistics"><img src="https://aiaccountingvendors.com/charts/human-review.png" alt="Bar chart: of 72 AI accounting tools, 44 describe a person reviewing AI output by default, 20 let the customer choose, 2 describe no review by default, and 6 don't say. Source: AI Accounting Vendors." width="1200" height="675" style="max-width:100%;height:auto"></a>
<p>Source: <a href="https://aiaccountingvendors.com/statistics">AI Accounting Vendors</a></p>

How these numbers are made

  • Each count is computed from the directory’s records when the page is built; no figure is typed in by hand.
  • Each record comes from the vendor’s own pages (product pages, trust centers, security pages, pricing pages and policies), linked on the listing with the date it was checked.
  • “Unconfirmed” means the vendor doesn’t say. We don’t infer or estimate.
  • The directory covers tools we have added and checked; it isn’t a census of the market. Percentages describe the tools listed.

Download the records behind these figures from the open dataset, or read the methodology.

Cite this page

AI Accounting Vendors. "AI accounting statistics." Updated October 14, 2026. https://aiaccountingvendors.com/statistics

AI accounting statistics: questions

How many AI accounting tools are there?
This directory lists 72 AI tools for accounting work as of October 14, 2026, across bookkeeping, accounts payable, close and reconciliation, tax, audit, FP&A, lease accounting and practice management. It isn't a census of the market; each tool is added after its official pages are checked.
Do AI accounting tools train on customer data?
Of 72 tools listed, 30 (42%) publish a policy saying customer data isn't used to train AI models, 8 say it is used in some form or by default, and 34 (47%) don't publish a clear answer.
How many AI accounting tools have SOC 2?
44 of 72 (61%) state on their own site or trust center that they hold a SOC 2 Type II report. 26 make no statement we could find either way.
Can I use these statistics?
Yes, with attribution to AI Accounting Vendors and a link to this page. The underlying records can be downloaded from the open dataset. See For journalists for questions.