Basics

How to sell company data to AI labs: a step-by-step guide (2026)

Updated 5 min read

To sell company data to AI, you license a de-identified copy of your business records (chat, email, files, tickets, code) to an AI lab or an AI data company, and you keep the originals. The path is: check you qualify, list what you have, confirm your rights, get written offers from more than one buyer after a sample review, sign, deliver, and get paid. Published timelines run from under 21 days from first call to first wire (Labelbox Prism) to net 30 to 60 days after approval and delivery (Polyshares), both checked October 2026.

On this page
  1. Who buys company data for AI?
  2. Step 1: Do I qualify?
  3. Step 2: What should I prepare before talking to buyers?
  4. Step 3: Do I have the right to license these records?
  5. Step 4: How do I get offers?
  6. Step 5: What happens when I sign?
  7. When do I get paid?
  8. What mistakes should I avoid?
  9. Can I keep using my data after I license it?
  10. Questions
  11. Sources

Who buys company data for AI?

Four kinds of companies are active in 2026. Data Licensors, the company that publishes this page, is one of the buyers. Names are sorted alphabetically.

Our AI data partnership programs guide compares the programs side by side.

Step 1: Do I qualify?

Buyers want years of real work in writing. Their published entry rules differ a lot:

BuyerSize or history they ask for
EndlessRoughly 30+ employees, several years, English
G2iOne app is enough, 1+ year of activity
Handshake AI20+ full-time staff, 3+ years
micro130+ full-time staff, records mainly in English
Nyne20+ US W-2 staff, 3+ years
Scale AI40+ employees preferred, case by case
SellMyDataNo minimum headcount
SuperAnnotateAny size, records built up over time
Your Data Value30+ employees

All from each company's page, October 2026. If you are below one buyer's line, another may still take you.

Step 2: What should I prepare before talking to buyers?

You do not need to export anything yet. Buyers tell you how they want to sample. Prepare a one-page inventory:

  • Each system your team uses (for example Gmail or Outlook, Slack or Teams, Google Drive or SharePoint, Jira, HubSpot or Salesforce, QuickBooks, ServiceTitan, GitHub).
  • The years of history in each, and roughly how many people used it.
  • What you would never include: client files, HR and payroll, health information, privileged legal material, passwords.
  • Any customer or supplier contract that limits how you can use records.

Our estimate asks similar questions and gives a range in about a minute.

Step 3: Do I have the right to license these records?

Check three things before any sample moves:

  • The company, not an employee, owns the records.
  • Client and supplier contracts do not forbid this use.
  • You have a plan for personal information about employees and customers.

As Nyne's page puts it, being able to export a record does not by itself give you permission to license it. This is general information, not legal advice; our legal guide covers it in more detail, and a lawyer should review your contracts.

Step 4: How do I get offers?

Talk to more than one buyer and ask each to quote the same scope. Most start with a short call, then review a sample under a confidentiality agreement:

  • G2i agrees evaluation terms in writing before any records are shared, then pulls a single snapshot.
  • AfterQuery sends a mutual NDA and a questionnaire, and replies within three business days.
  • Labelbox Prism says it produces a written quote within 48 hours of mapping your systems.
  • Polyshares says an offer comes within one to two weeks of intake.
  • Data Licensors reviews a small de-identified sample and sends a written offer, usually within one to two weeks (Data Licensors, October 2026).

Compare offers on price, term, exclusivity, what uses are allowed, who does the de-identification, and when payment is due. Our guide to the data licensing agreement lists each term.

Step 5: What happens when I sign?

The agreement sets the scope, the license terms and the payment. Then:

  1. Export. Your team exports the agreed records with the buyer's guidance, or grants a limited read-only connection. Scale AI says it anonymizes inside your environment before data is extracted.
  2. De-identification. The buyer replaces names, emails, phone numbers, addresses and account numbers with placeholders. You review a sample. See how de-identification works.
  3. Acceptance. Many buyers check the data before paying. micro1's program page gives it 30 days to review; its published master terms give 30 business days to reject data, after which the data counts as accepted (micro1, October 2026). Ask which applies to you.
  4. Payment. By wire, on the timing in your agreement.

When do I get paid?

BuyerPublished payment timing
Data LicensorsWithin 30 days of signing
Labelbox PrismUnder 21 days from first call to first wire
MercorBy wire on delivery, typically 2 to 4 weeks after signing
micro1Up to 30 days to approve, then within 30 days of invoice
PolysharesNet 30 to 60 after approval and delivery
SellMyDataAims for 7 days after a sale closes

From each company's page, October 2026. Ask whether payment depends on acceptance, and what happens if some data is rejected.

What mistakes should I avoid?

  • Deciding under a deadline. Business Insider (October 2026) reported six-figure offers that expire in 48 hours. A fair buyer will give you time to compare.
  • Sending raw data before terms. Agree in writing how a sample is stored, used and deleted first.
  • Giving broad system access. Prefer an export, or a scoped read-only connection you can revoke.
  • Including what you do not own. Client files, a former employer's material, or anything under a contract that forbids sharing.
  • Reading a ceiling as an offer. "Up to $4M" is a headline. Ask for a written number on your own scope.
  • Skipping your team. Tell employees before records are shared. Data Licensors recommends this and offers a plain-language note owners can send (Data Licensors, October 2026).
  • Signing without a lawyer. These are new contracts with unusual terms. micro1's published master terms, for example, grant a perpetual, irrevocable license and say deleting the data does not require deleting models already trained on it (micro1, October 2026).

Can I keep using my data after I license it?

Yes. A license gives the buyer the right to use a copy. You keep the originals and can keep running on them. Whether you can license the same records to a second buyer depends on exclusivity, which varies: Endless says its license is non-exclusive, while Labelbox Prism says its licenses are exclusive by default (buyer pages, October 2026).

Questions owners ask

Plain answers

Can I sell my company's data to AI companies?

Yes, if the company owns the records and its contracts allow it. In practice you license a de-identified copy for a set use and keep the originals. Buyers in 2026 include AI data companies such as micro1, Handshake AI, Scale AI and Labelbox, plus brokers and shutdown services.

How long does it take to get paid?

Published timelines run from under 21 days from first call to first wire (Labelbox Prism) to net 30 to 60 days after delivery (Polyshares). micro1 reviews data for up to 30 days, then pays within 30 days of the invoice.

Do I have to give buyers access to my systems?

No. Most buyers let your team export the agreed records, and several offer a limited read-only connection instead. Do not give access before an agreement on how a sample is handled.

Do I need to remove personal information myself?

Usually not. Most buyers that publish their process, including Scale AI, Polyshares and Mercor, run de-identification themselves. You still decide what is in scope and should review a sample of the result before anything is used.

Is there a minimum company size?

It varies. micro1 asks for 30+ full-time staff, Scale AI prefers 40+, Handshake AI asks for 20+ and 3+ years, while G2i, SuperAnnotate and SellMyData set no headcount minimum.

Sources

Numbers in this guide are cited inline by publisher and date.

  1. Monetize your company's operational datamicro1 · Publish date not shown · Accessed 28 Oct 2026
  2. Data License Master Termsmicro1 · Publish date not shown · Accessed 29 Oct 2026
  3. Data PartnershipsScale AI · Publish date not shown · Accessed 28 Oct 2026
  4. Refer a company: Handshake AI Data PartnershipsHandshake · Publish date not shown · Accessed 28 Oct 2026
  5. How It Works: PrismLabelbox · Publish date not shown · Accessed 28 Oct 2026
  6. Turn Business Data into RevenueG2i · Publish date not shown · Accessed 28 Oct 2026
  7. Data PartnershipsSuperAnnotate · Publish date not shown · Accessed 28 Oct 2026
  8. Data Partnerships: License Your Company's DataAfterQuery · Publish date not shown · Accessed 28 Oct 2026
  9. A data lab that buys operational dataPolyshares · Publish date not shown · Accessed 28 Oct 2026
  10. Sell your company data to AI companiesNyne · Publish date not shown · Accessed 28 Oct 2026
  11. Business Data Licensing AdvisoryYour Data Value · Published 18 Oct 2026 · Accessed 29 Oct 2026
  12. Your company's data is worth moneySellMyData · Publish date not shown · Accessed 28 Oct 2026
  13. License your company's operational data to AI labsEndless · Publish date not shown · Accessed 28 Oct 2026
  14. Mercor Data: Enterprise Workflow Data for Frontier AIMercor · Publish date not shown · Accessed 29 Oct 2026
  15. AI labs are fueling a wild market for your emails and Slack DMsBusiness Insider · Published 13 Oct 2026
  16. micro1 announces commitment to spend $1B on enterprise data acquisition over the next 12 monthsmicro1 · Published 9 Oct 2026
  17. Get paid for your company's recordsData Licensors · Published Oct 2026
  18. How we handle your recordsData Licensors · Published Oct 2026

Buyers in this guide

Each profile has prices, payment terms and sources. Every player is in the buyer index.

Written by Data Licensors, which also licenses company records. Prices and terms are from the sources above, as of 29 Oct 2026. See every buyer in the buyer index.

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