QualifyDataYes — an accounting or tax firm's records can be licensed to AI companies, and firms like yours hold a deep archive of workflow, client correspondence, and practice records showing how real engagements moved. The tax-information rules are real and come first — this page explains how the process handles them.
AI developers pay to see how real work moved through a real business, and an accounting firm documents nearly everything it does — engagements staffed, scheduled, prepared, reviewed, and delivered, in writing, across several systems, for years. Buyers license a cleaned copy of records like that, with names and identifiers taken out. You keep your originals, and your practice does not change.
QualifyData is a broker. We put your archive in front of 15 AI companies, they bid, and we submit the best offer to you in writing. You go through the process one time instead of once per buyer.
Five minutes. See if your archive qualifies.No cost. No commitment. No logins, no records handed over — just a few questions about the size of your archive.
The working record of the practice — how engagements were run, not just what was filed. These are the categories firms like yours commonly keep:
What matters most is how many sources a firm has and what kind of records they hold — years of engagements across email, workflow, documents, and practice management is a deep archive, and depth is what buyers price.
Five minutes. See if your archive qualifies.This is the right question to ask first. Tax return information sits under its own federal framework — Internal Revenue Code §7216 — that is strict about disclosure and use and works through client consent. What it means for any particular set of records is a legal call, and your firm's counsel makes it — not us, and not this page. We explain the mechanics; your attorney decides what, if anything, is in bounds.
The mechanics are built to keep the firm in control of that decision:
If your counsel says a category stays out, it stays out. If counsel says no to the whole idea, that ends it.
Accounting and tax qualifies smaller than most — the desk work is the record. The general shape:
| Years the firm has been operating | 3 or more |
| People working at desks (preparers, reviewers, admin) | 10 or more |
| Software systems the work runs through | 5 or more is strong |
| Location | US or Canada |
Published fit criteria for the program, checked November 2026. The AI companies make the final call on fit — the five-minute check is where that call starts.
Seasonal surge staff are not the measure — what counts is the core desk team and the written record their work created.
The work asked of your firm is small, and the timing is yours. The whole process asks for two calls and one export. The intro call is 30 minutes. The intake call is 60 to 90 minutes and covers counts and sizes only — no records, no logins. The export is done by your team with help through every step, typically over 5 to 10 business days.
Starting in a quiet month does not put you on anyone's clock. Nothing is signed until the written offer is in front of you and your attorney has reviewed it. If the window is after April, the conversations can happen then — the archive is not going anywhere.
A closed firm is measured as it was at its peak — the desk staff it had in its final stretch of real operation, the years of records it built, the systems it ran on. The same goes for a practice a partner retired from. If the records still exist and you hold authority over them, they can still be licensed. One deadline is real: records in accounts that get cancelled or left to lapse can go with the accounts, so license first, cancel after. The full picture is on our page for closed companies.
Read the closed-companies page →Some firms are too small or too thin on paper for buyers to work with, and we would rather say so here than waste your time:
If your firm is close to the line, the five-minute check is still the fastest way to find out — the buyers make the final call, not us.
We walk through how your firm's work moves through its systems. No data, no logins — and your counsel is welcome on the call.
A client services agreement lets us represent your firm. It does not commit you to a deal, and your attorney can review it first.
60 to 90 minutes covering counts and sizes only — system by system, how far back, how much. No records are shared and nobody gets a login.
Your archive summary — with no actual records in it — goes to 15 AI companies. They bid, and we submit the best offer to you in writing.
You and your attorney review the terms, and your firm signs directly with the AI company behind that offer.
Your team exports copies, typically 5 to 10 business days, and the buyer reviews the export over about 30 days. The AI company then pays your firm directly — typically 90 to 120 days from signing to payment. Timelines are typical, not promised, and no offer is guaranteed.
It depends on how many sources the work ran through and what kind of records they hold, how many people worked at desks, and how many years of records you have. Case studies from AI labs run from $150K to $550K, and higher for large archives. Your firm's number only exists as a written offer after the intake call — the estimator gives you the rough range first.
That is a legal call, and it belongs to your firm's counsel — we never advise on it. Here is what we can tell you: tax return information sits under its own federal framework, Internal Revenue Code §7216, which is strict about disclosure and use and works through client consent. The process is built so counsel decides the boundaries first: you pick which systems and years are candidates, identifiers are replaced before any developer sees a line, financial identifiers are excluded entirely, and you can review a cleaned sample before anything is final. If your counsel says no, that is the answer.
Never. We never touch or access your data — not during the intake, not during the export, not ever. The intake covers counts and sizes only. Your records go straight from your systems to the AI company you sign with.
The work asked of your firm is two calls and one guided export, and the timing is yours. The intro call is 30 minutes; the intake call is 60 to 90 minutes and happens when your calendar allows. Nothing is signed until a written offer is in front of you, so starting the conversation in a quiet month commits you to nothing.
Yes, if the records still exist and you hold authority over them. A closed firm is sized as it was at its peak — its desk staff, its years of records, its systems. Our closed-companies page covers the details, including why the timing matters before old accounts are cancelled.
Nothing, at any step. Your business never pays anything.
We never touch or access your data. Not during the intake, not during the export, not ever. Your records go straight from your systems to the AI company you sign with — we are never in that chain. Your business never pays anything.