Should your company license its old records to AI developers?

AI companies now pay established businesses for past email, documents and support tickets, with names removed, to train their systems. We help you decide if it's right for you, whether you're allowed to, and what's involved.

  • No cost to you
  • You choose what's included
  • Names removed before use
  • Walk away any time before signing

Does my company qualify?

Step 1 of 5

Five questions. You'll see your result before we ask for any contact details.

What kind of business is it?

A rough number is fine. Count people who use company email.

Where is the company based?
Which systems hold your work history? Pick all that apply.
How many years of records do you have?

If you'd like to talk it through, leave your details. We'll only use them to reply about this.

Before “how much,” ask “are we allowed to?”

Often yes, with limits. What you may license depends on your client contracts, your profession's confidentiality rules and the privacy laws where you work. Some records can never be included. Others need consent. Here is where each kind of firm should start, and the question to take to your own lawyer.

Law firms

Most firm email and files contain client information protected by confidentiality duties and privilege. Removing names may not be enough. Records about the firm's own operations are a different matter from client matter files.

Ask your ethics counsel: which of our records, if any, can we license without client consent?

Accounting firms

US rules strictly limit using or disclosing tax return information without the client's written consent, and professional codes add confidentiality duties. Internal operations, templates and non-client records may be treated differently.

Ask your counsel: how do tax-information consent rules apply to our archives?

Medical and dental practices

Patient records are protected health information. Selling or licensing them generally requires each patient's authorization, so they should be left out. Business records that contain no patient information may still be considered.

Ask your privacy officer: which systems hold no patient information at all?

Financial and insurance firms

Privacy rules limit sharing customers' nonpublic personal information, and regulators set their own recordkeeping and privacy requirements. Expect most customer records to be excluded.

Ask your compliance officer: what do our privacy notice and regulators allow?

Every other business

Check customer contracts and NDAs, tell employees whose messages may be included, and review state privacy laws and your software providers' terms. Many companies find most of their records can be licensed.

Ask your lawyer: do any of our contracts or policies limit this?

Not sure where you stand?

That's normal. On our first call we'll walk through your systems and point out what usually gets excluded, so you know exactly what to ask your lawyer. We don't give legal advice, and a good buyer will expect your lawyer to review the agreement.

Read our plain guide to AI data licensing

What AI data licensing is

AI data licensing is when a business gives an AI company written permission to use a defined set of its past records to train AI systems, in exchange for a payment. Names and identifying details are removed first. You keep your originals and decide which systems and years are included.

What can be included

  • Email between staff, and with vendors and customers
  • Shared documents, templates and project files
  • Support tickets and help desk threads
  • Chat history from tools like Slack or Teams
  • Only the systems and date ranges you approve

What never leaves

  • Passwords, or ongoing access to your systems
  • Anything you choose to leave out
  • Records your contracts or the law don't allow you to share
  • Your originals. You keep them, unchanged.

How it works

From first call to payment usually takes about three months. You can stop at any point before you sign a final agreement, and you never pay us anything.

  1. A short call with us

    Fifteen minutes on your systems, size and concerns. If it's not a fit, we'll tell you plainly.

    Day 1
  2. An estimate from one buyer

    We match you with a single vetted buyer. You'll know who they are before you share anything.

    About a week
  3. A letter of intent

    A nonbinding letter while the buyer reviews a sample. The final offer can differ from the estimate.

    2 to 3 weeks
  4. Records prepared

    You pick the systems and dates. Names and identifying details are removed before anything is used.

    15 to 30 days
  5. Your company is paid

    The buyer pays your company directly, under the agreement your lawyer reviewed.

    About 3 months in

How we protect your information

We never receive your company's records. Those go only from you to the buyer, under your agreement. All we hold is what you type into our form, and we keep that to a minimum.

We collect very little

Your answers, and your name, company, email and phone if you choose to share them. Cookie-free visit counts only: no tracking pixels, ad cookies or data brokers.

Kept safe, kept short

Stored in an encrypted database with access limited to our team. Inquiries that don't go anywhere are deleted on a schedule.

Never sold or shared

We don't sell or rent contact details. We only introduce you to a buyer after you say yes.

Read exactly how we handle your information

Questions owners ask us

How much could my company receive?

It depends on your size, industry, years of records and what the buyer needs. We won't guess on a first call. The buyer gives an estimate, and the final number is in an offer you can accept or decline.

Which companies qualify for AI data licensing?

Buyers usually want established companies with at least three years of records. Law firms can qualify from about 10 full-time staff, accounting, financial and medical firms from about 15, and most other businesses from about 30 to 50. Companies need to be in the US, Canada, the UK or Australia.

How long does it take to get paid?

Usually about three months from the first call: about a week for an estimate, two to three weeks for the buyer's review, 15 to 30 days to prepare records, then payment under the agreement.

Do our employees need to know?

We recommend telling them. Their messages are part of the records, and how you handle it matters for trust and, in some places, for the law. Ask your lawyer what notice or consent applies.

Who are the buyers?

Companies that license business records to AI developers. We match you with one buyer at a time, and you'll know who they are before you share anything.

Why is this free for us?

The buyer pays us a referral fee if a deal closes. You pay nothing, and our fee doesn't come out of your payment.

Does anyone get access to our systems?

No one asks for your passwords. Exports are done in a way you approve, for only the systems and dates you choose.

What if we decide not to go ahead?

Then you don't. You can stop at any point before signing a final agreement, with no cost and no hard feelings.

Who you'll talk to

Mark Kessler, Founder

Mark started Operating Data Advisors to help established business owners make a clear-eyed decision about licensing their records to AI developers, without hype and without pressure. He'll tell you plainly if your company isn't a fit, and walk you through every step if it is.

We work for you on the first call and on every call after it. If your company isn't a fit, we'll say so. If it is, we'll make sure you understand each step before you agree to anything.

Email hello@operatingdataadvisors.com

Find out where your company stands

Five questions, about two minutes. No contact details needed to see your result.

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