DATA SOURCING / EXPLORE CATEGORIES
AI Labs Are Paying to License Specialized Data
Argo Reach connects organizations holding proprietary data with companies developing AI. Explore the specialized files and records we are interested in sourcing, and see whether your organization may have a relevant collection.
What is AI data licensing?
AI developers use specialized datasets to train, test and improve their systems. Argo Reach helps identify potentially suitable collections and coordinates conversations about licensing specific data for agreed uses. You can start by telling us what you have. No files are needed for an initial conversation.
How the process works
Existing records
Defined licensing agreement
AI development
THE LIBRARY
Featured sourcing areas
Explore some of the types of professional files and connected records we are interested in learning about.
-
Design & 3D
Architecture, Engineering & CAD
Revit/BIM models, CAD drawings, architectural 3D renders and connected project archives.
Explore category -
Software & code
Software Engineering Records
Jira tickets, internal documentation, code changes, reviews and linked resolution histories.
Explore category -
Design & 3D
Figma Files & Design Context
Design files, comments, revisions and decisions that explain how interfaces evolved.
Explore category
More data categories
Each category explains what types of collections may be relevant and how to start a conversation.
-
Education & research
Education Content & Assessments
Courseware, problem sets, worked solutions, university exams and marking guidance.
Explore category -
Education & research
Theses & Dissertations
Full-text academic research, methodologies, findings, metadata and specialized subject areas.
Explore category -
Software & code
Source Code & Specialized Languages
Codebases, especially in less-common programming languages, with tests, documentation and history.
Explore category -
Design & 3D
Computer-Use, Robotics & CAD
Task demonstrations, actions and outcomes, plus STEP/CAD files paired with text descriptions.
Explore category -
Business records
Presentations & Slide Decks
Editable pitch decks, visual presentations, speaker notes and revision histories.
Explore category -
Business records
Finance & Accounting Records
Audit workpapers, accounting memos, text-based review notes and linked audit trails.
Explore category
These are areas of sourcing interest, not a list of datasets available for sale. Relevance and potential licensing are assessed individually.
LICENSING POTENTIAL
Your existing data may have licensing value.
The potential value of a dataset depends on its scale, history, quality, connected context, clear licensing rights and specific buyer interest. A large archive alone does not establish its value.
$100K–$1M+
Illustrative potential licensing value for operating and specialized datasets.
Illustrative potential licensing values only. Actual value depends on dataset quality, scale, rights, permitted uses and buyer demand. No transaction or compensation is guaranteed.
Scale
History
Context
Rights
Demand
DATA CONFIDENTIALITY
Identity removed. Context kept.
Depending on the dataset and the agreed use, identifying or sensitive information may be removed or transformed while preserving the relationships, actions and outcomes that make the records useful. Appropriate safeguards and permitted uses are considered before any approved access.
A record can retain context after preparation.
Original record
- Project
- Helios
- Reporter
- Jane Smith
- [email protected]
- Issue
- Export fails for large reports
- Action
- Pagination logic updated
- Outcome
- Export completed successfully
Illustrative prepared record
- Project
- Project A
- Reporter
- User 01
- [removed]
- Issue
- Export fails for large reports
- Action
- Pagination logic updated
- Outcome
- Export completed successfully
HOW IT WORKS
Start with a description, not your data.
You do not need to prepare or upload confidential files to make an inquiry.
-

1 Describe
Tell us the types of records you hold, the systems they come from and the approximate scale.
-

2 Assess
We review potential relevance, data structure and licensing fit.
-

3 Explore
Where there is a possible match, we discuss permitted uses, access and commercial terms.
Have a collection that may be relevant?
Tell us what your organization has. We will explore whether there may be a suitable licensing opportunity.
Any licensing requires appropriate rights and due diligence.