Are our QuickBooks and accounting records worth anything to AI companies?

Sometimes, when the books show how money was approved, matched and corrected, and tie back to the jobs and emails behind it. Fifteen of the 25 providers Data Licensing Report tracks name finance systems or records, as of October 2026; payroll detail is the part to de-identify or leave out.

What do AI companies want from accounting records?

The trail of how money is approved, matched and corrected. Appen describes the systems of record it takes as “Warehouses, ledgers and contracts as they really are, with the naming drift, inconsistent keys and negotiated exceptions of a live business rather than a tidy demo schema”, and lists “Reconciliations and adjustments” among the signals it extracts from them. micro1 names “reconciliations, approvals, reporting workflows” among the finance and accounting data it says can contribute (both as of October 2026).

The books do not need tidying first, then. A miscoded expense and the journal entry that corrected it belong to the live record Appen describes. What a QuickBooks ledger shows on its own, and why it counts for more beside job records and email, is on the QuickBooks Online page.

Which accounting records count for more, and which for less?

Records that carry their own links count for more, in providers’ words:

• A transaction’s whole life. Polyshares’ NetSuite guide (checked September 2026) says “A sales order links to its fulfillment, invoice and payment, so the full life of each transaction is recorded with dates and approvals”.
• The work behind the money. Avelence’s finance card describes “Invoices, orders, and reconciliation history that connect transactions to the work behind them”.
• Approvals and exceptions. Appen lists “Approval and exception chains” among the decision records it says frontier labs ask for most often.
• Bank lines matched to documents. In QuickBooks Online, Intuit explains, “Matching links your bank transactions to records you already created in QuickBooks, like invoices, receipts, and bills” (updated August 14, 2026).

Three things count for less. Sales or payroll that another system posts as one summary entry per day or per run leave the detail in that system, not the ledger. Bank lines categorized straight to an expense account, with no match, carry no link. And a gap of years at a change of software, which the QuickBooks page shows how to check, shortens the history a buyer sees.

Which buyers say they want finance records?

Fifteen, counting providers whose own pages name accounting software, an ERP, ledgers, invoices, reconciliations, financial records or payroll systems (checked October 6, 2026). This is broader than the QuickBooks page, which counts only providers that explicitly name QuickBooks. Data Licensing Report held all 25 providers it tracks to that test, Telegraph Lab included. Four of the fifteen (Avelence, License My Data, Miro Advisory and Sell My Business Data) make introductions and buy nothing themselves.

Provider	What its pages name	Payroll or HR named?
Appen	“ERP & finance” among typical sources; ledgers, reconciliations (source)	“HR & payroll” among typical sources
Avelence	QuickBooks and NetSuite; invoices and reconciliation history (source)	No
Corpus	QuickBooks, NetSuite, Stripe and Xero among customer, sales and finance systems (source)	Asks sellers to leave compensation records out (source)
Handshake AI	QuickBooks and NetSuite among example sources (source)	Paychex
License My Data	“QuickBooks, Stripe, NetSuite, SAP” (source)	Only as an exclusion: “finance, HR and M&A can all be excluded”
Mercor	Invoices, in its logistics examples (source)	No
micro1	Reconciliations and approvals under finance and accounting (source)	No
Miro Advisory	QuickBooks, NetSuite, Xero, SAP, “billing and FP&A platforms” (source)	No
Nyne	QuickBooks, Xero and NetSuite: “invoices, estimates, AP and AR” (source)	Workday (source)
Polyshares	“Ledgers, invoices, bills and inventory” from QuickBooks, Xero, NetSuite and others (source)	Gusto, Rippling, ADP, BambooHR and Deel; counts only at intake
Replay	“Financial Records” among record types (source)	No
Scale AI	SAP, for “CRM, HR, ERP, and support records” (source)	Workday
Sell My Business Data	QuickBooks and NetSuite; “Orders, invoices, fulfillment events” (source)	No
Telegraph Lab (affiliated)	SAP and “ERP records” under business software; “Accounting & finance” among target industries (source)	No
Troveo	QuickBooks, Stripe and NetSuite: “how the money actually moves” (source)	Workday, among platforms for IT, HR and operations records

FileYield’s Financial category lists transaction logs, POS records, insurance claims, lending data, trading patterns and payment flows (FileYield), and Scrimdata shows a disputed invoice only inside a Slack, email and CRM example (Scrimdata); neither names ledgers, invoices or accounting software as something it takes. This table lists explicit accounting or system references; a general financial-data category alone does not pass its test. Each provider’s payment model is in the buyers directory.

Where are our accounting records kept, and how many years do they cover?

In three or four places, each reaching back a different distance:

Record	Usually lives in	What sets how far back
Ledger, invoices, bills	QuickBooks, Xero, NetSuite or Sage, plus an older desktop file	QuickBooks Online keeps transactions for as long as you subscribe; earlier years may sit only in a Desktop file (QuickBooks Online page)
Payroll registers and filings	Gusto, ADP, Paychex, or payroll inside the accounting system	The IRS says to keep employment tax records “for at least 4 years after the date that the tax becomes due or is paid, whichever is later”
Receipts, statements, supporting documents	Attachments in the accounting system, shared drives, email	The IRS’s general period is three years, longer in listed cases such as seven for a bad-debt or worthless-securities claim; property records run until the limitations period ends for the year you dispose of the property (IRS, reviewed June 30, 2026)
Close checklists and reconciliation workpapers	Spreadsheets on a shared drive	Whatever the bookkeeper kept

The IRS periods say how long to keep records for tax purposes, not when they disappear, so older years may still be there. Count the years in each system separately in your data inventory, since the ledger, payroll and supporting documents can each start in a different year.

Whose personal and financial information is in the books?

Employees’, customers’ and contractors’, each in a different place.

• Employees, in payroll. Pay rates, Social Security numbers and direct-deposit accounts. Polyshares’ Gusto guide says payroll detail is de-identified before anything moves, “so names, Social Security numbers, bank details and per person wages never leave the company in identifiable form” (checked September 2026). Corpus lists “Employee HR files, compensation and performance records” among what sellers should leave out of scope, and Nyne says “financial records” are stripped out in anonymization; ask Nyne what that covers before a ledger goes to it.
• Customers, in payment records. Corpus’s out-of-scope list also covers “Payment card data and bank credentials”. A business that offers credit to consumers in its own name may be a “financial institution” under the Gramm-Leach-Bliley Act; the FTC’s compliance guide gives “a retailer that offers credit directly to consumers by issuing its own credit card” as an example, and says covered businesses must send an initial privacy notice and give a “reasonable opportunity” to opt out before sharing consumers’ nonpublic personal information with nonaffiliated third parties, outside listed exceptions (guide dated July 2002).
• Contractors, in vendor records. Vendors you pay on Form 1099 gave you a taxpayer identification number on Form W-9, and for a sole proprietor that can be a Social Security number (Form W-9, rev. March 2024).

State law adds its own definitions. Texas, for example, counts a person’s unencrypted name with a Social Security number, or with an account or card number “in combination with any required security code, access code, or password that would permit access to an individual’s financial account”, as sensitive personal information (Business and Commerce Code §521.002, 2024 text). A lawyer can tell you which of these rules reach your books, and is it legal lists the documents to bring.

In a sample, the tool replaces Social Security numbers written as 123-45-6789 or labelled SSN, and card numbers with a valid check digit. It does not recognize U.S. bank account numbers, so leave account-number columns out of the export or untick them in the tool, and keep payroll reports out of the sample altogether.

Do tax-return confidentiality rules apply to our own books?

Section 7216 of the Internal Revenue Code is written for return preparers. It reaches “Any person who is engaged in the business of preparing, or providing services in connection with the preparation of, returns of the tax imposed by chapter 1, or any person who for compensation prepares any such return for any other person”, and makes it a misdemeanor for them to knowingly or recklessly disclose information furnished for preparing a return, or to use it for anything else. Chapter 1 is the income tax.

A company’s books about itself are a different case from a preparer’s files about clients. If part of your business prepares income tax returns for others, the consent rules on the accounting firm page are the ones to read for those files, and a lawyer should say where the line falls before any of them goes into scope.

What could accounting records be worth?

No provider publishes a price for accounting records alone, as of October 2026. The nearest published figure covers a mixed bundle. Telegraph Lab, which has a commercial affiliation with Data Licensing Report, shows $350K “Paid to the business” on its program page for “A 60-person accounting firm. Five years of workpapers, reconciliations, financial models, and tax-preparation files.” That is a firm’s client work rather than its own books, and the card is Telegraph’s own undated statement, not an average.

How much is my company’s data worth? compares the published ranges for whole companies. When a buyer asks about your books, the useful counts are transactions per year, years held in the current system, and the number of payroll runs, without pay detail.