Guide
License business data to AI labs: the complete guide
By SourceX Editorial · Updated
Draft under editorial review.
Short answer
AI labs pay for real records of how work gets done, such as support tickets, sales deals and bug fixes. You keep ownership and license a prepared copy: personal details are removed, confidential material is excluded, and you approve everything before delivery. A short fit check tells you whether your records are a candidate.
How it works at a glance
- 01
Supply
- 02
Rights
- 03
Preparation
- 04
Approval
- 05
Delivery
What AI labs want from businesses#
Public web text is largely used up. What models still lack is evidence of real work: a question, the steps taken and the result. Companies create that every day in their help desk, CRM, ticketing and document systems.
Who can license data#
SourceX works with U.S. companies that had 50+ full-time employees at their peak (contractors excluded). Smaller specialized companies may still qualify; the estimator decides.
How a SourceX transaction works#
- Supply: you describe your systems and records in a short fit check. No data is shared at this stage.
- Rights: we review contracts, privacy notices and ownership so you know what you can license.
- Preparation: SourceX evaluates the data, then prepares it directly or through a certified, approved third-party partner. Personal details are removed and confidential material is excluded.
- Approval: you see exactly what would leave your company and approve it before anything moves.
- Delivery: the approved dataset is delivered under a signed license. Businesses are paid when a deal closes; payment terms are set per transaction and confirmed before any data moves.
Pros and cons#
| Pros | Cons |
|---|---|
| New revenue from records you already keep | A rights review takes time before any deal |
| You keep ownership; it is a license, not a sale | Value is uncertain until a buyer engages |
| You approve every dataset before delivery | Some records will be excluded for privacy or contracts |
Which route fits you#
| Situation | Likely route |
|---|---|
| Years of records in one or two core systems | Managed licensing through SourceX |
| Small, generic files | Probably not worth licensing yet |
| Records with heavy customer confidentiality terms | Rights review first, then decide |
Check your fit
Q1 / 05 · COMPANY SIZE
How many full-time employees at your peak?
Examples
Illustrative
A support team's ticket history
A 120-person software company has six years of help-desk tickets. Customer names, emails and account numbers are removed; the questions, steps taken and resolutions remain. The company approves a sample before delivery.
Illustrative
A sales team's deal records
A distributor's CRM holds deal stages, notes and outcomes. Contact details and pricing that would identify customers are excluded, and the company limits the license to model training only.
Illustrative
An engineering team's bug fixes
A manufacturer's IT team has years of tickets linked to fixes. Secrets, hostnames and personal details are stripped, and code owned by third parties is left out after a rights review.
Frequently asked questions
How do I get started licensing data to AI companies?
Take the fit check. It asks about your company and systems, not your data. If you are a candidate, we schedule a call and start a rights review.
Can a 50-person company sell data to AI companies?
Yes, if it meets our threshold of 50+ full-time employees at peak and has years of records in a business system.
Can mid-sized companies license data to AI labs?
Yes. Mid-sized companies often have long, consistent histories in a small number of systems, which buyers value.
Is this selling my data?
No. You license a prepared copy for a defined use and keep ownership of the original.
How to license proprietary data to LLM companies?
Define what you are willing to share, clear rights, prepare and de-identify the records, and sign a license that limits use. SourceX runs each step with you.
Where to sell company data for AI training?
Options include open marketplaces, direct deals with a lab, or a managed transaction layer like SourceX that handles rights, preparation and approval.
Data licensing companies for AI: how to pick one
Ask who handles rights review, who removes personal details, whether you approve before delivery, and how fees are disclosed to you.
Step-by-step: your first AI data licensing deal
Fit check, call, rights review, sample preparation, your approval, signed license, delivery, payment.
Related
General information, not legal advice. Editorial policy.
See if your company qualifies
A short company assessment. No data uploads are needed.