$100k+
Qualified Enterprise Data Partnerships
Turn your business data into revenue.
AI companies need real-world knowledge to train better models. We find the right buyers for your firm’s anonymised data, helping you create a new revenue stream.
Real business operations that help train frontier AI
Operational data that capture how businesses actually operate. These assets help frontier AI models learn how companies work in practice.
Where the data lives
Turn operational data into enterprise revenue
Compensation is based on the quality, uniqueness, and value of the data provided
$500k+
Large-scale operational datasets or ongoing participation across multiple teams and business functions
$1M+
Highly unique, proprietary operational data with significant value for frontier AI development
Data is anonymised, and then licensed for a limited time
project-updates
Drag across the messages or use the arrow keys to compare the original with the anonymised example. Names, initials, project and company references are replaced consistently.
How it works
Assess your data
We assess your data’s quality, uniqueness and licensing potential, and agree what can be shared.
Find suitable buyers
We work with companies like OpenAI, Micro1, Mercor, and Anthropic to find you the best price.
Agree the licence
We help agree the price, permitted use and duration of your data licence.
Operational data from every industry can contribute
Software & engineering
Source code documentation, engineering workflows, bug tracking, product planning, and technical knowledge bases
Finance & accounting
Financial processes, SOPs, reconciliations, approvals, reporting workflows, and operational documentation
Customer support
Support documentation, ticket workflows, QA processes, customer operations, and knowledge management
Sales & CRM
CRM data, sales processes, playbooks, customer lifecycle documentation, and revenue operations
Legal & contracts
Policies, contract workflows, review processes, governance documentation, and compliance procedures
Operations & logistics
Operational SOPs, logistics processes, fulfillment workflows, inventory management, and internal operations
The Leadership team
Thomas Lynch
Co-founder · Technology
- Cambridge PhD in Engineering (Computer Vision)
- Founder of an AI software company worth $6M
- Twice winner of the Oxford–Cambridge Boat Race
Benjamin Lynch
Co-founder & COO
- Leads sales, marketing and overall operations as COO
- Led capital-raise transactions of $20M+ across healthcare, dental, blue-collar and real estate
- Canadian National Team athlete — top 10 in halfpipe skiing at the 2026 Winter Olympics
Frequently asked questions
What does Cambridge Agents offer companies in exchange for their data?
Payment is agreed for the operational data you license, based on its value to the buyer.
What kinds of companies are eligible for the program?
Typically, established businesses with 30+ staff and well-documented operations. Current demand favours the US and other Western markets.
What types of data are you looking for?
Internal guides, process records, reusable templates and workflow histories that show how your team works.
How is company data protected?
The agreement sets privacy safeguards, authorised access, redaction, review, retention and deletion requirements before any data is shared.
Who owns the data?
Your company keeps ownership; the licence defines the buyer’s permitted uses.
What happens to the datasets after they are shared?
Data is anonymised before sharing. Use, review, storage and deletion follow the agreed licence terms.
How is company compensation determined?
Offers depend on volume, quality, specialist knowledge, workflow complexity and how distinctive the material is.
Can companies participate from anywhere in the world?
Applications can come from any country. Buyer demand currently favours the US, UK and Canada.
Can company data and documentation be in languages other than English?
Current opportunities generally require English documentation and an English-speaking company representative.
Turn company data into revenue
Book a quick call to discuss your company's data and potential licensing opportunities.