Data licensing for operating companies
Get up to $4M for your company's operational data.
What's in scope
The records your team already produces: quotes, tickets, work orders, SOPs, handover notes and the decisions behind them.
Customer, employee and client personal data stays with you. We strip identifiers before anything leaves your company.
The AI industry has raised over $100B to power AI models with data.
- OpenAI $122B roundMar 2026
- Anthropic $65B Series HMay 2026
- Mercor $350M Series COct 2025
- micro1 $100M+ roundSep 2026
- Handshake $200M Series FJan 2022
What you get
Why Endless?
AI labs don't license data from individual companies. Endless brings many companies' data together, prepares it, and takes it to several labs at once.
Several labs, one conversation
We place your data with more than one lab, so the offer you accept is the best one available, not the first one made.
A fixed payment, agreed up front
You agree a fixed sum with Endless before anything is shared. No commission on your side, nothing deducted later.
We handle scoping and anonymisation
We map what's in scope, strip identifiers and prepare the data. Your team answers questions; it doesn't run a project.
It costs you nothing
Endless is paid by the labs through its licences with them. You never pay Endless.
How it works
Four steps, one call to start
- 01
A 20-minute call
Which systems you use, how many years of history you have, and what is off-limits.
- 02
A data manifest
We write up the systems, the years of history, the workflows in scope and the exclusions. You approve it.
- 03
A fixed payment, agreed with Endless
We come back with a number. It is fixed before anything leaves your company.
- 04
Sign, prepare, transfer, get paid
You sign, we prepare and transfer the data, and you are paid. Endless then licenses the data on to the labs.
Your licence with Endless
What we commit to
These are Endless's commitments to you in the licence. They describe what we do, not promises about the labs.
The licence provides
- Non-exclusive. You can license the same data to anyone else.
- You keep ownership of your data.
- Personal and client identifiers are stripped before anything leaves your company.
- You define the exclusions.
- You review representative samples before anything is used.
- Audit rights.
- Deletion at the end of the agreed term.
Never licensed
- Customer, employee and client personal data.
- Protected health information.
- Privileged client matter content.
- Client books.
- Proprietary pricing logic.
Payout estimate
What would your data be worth?
The current market rate for a company of your size and age. Enter a work email to see the range.
Typically the number of years you've been in business
Estimated payout range
This is the current market rate for a company of this size and age. The final offer depends on your data sources, volume, quality, access terms and due diligence. Regulated data — protected health information, privileged matter content, client financial records — is excluded and lowers the range.
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Industries
What we're licensing right now
Ten kinds of company, the workflows in scope, and what never leaves the building.
Logistics and freight
Quotes, shipments, carrier selection, dispatcher notes, exceptions, service recovery.
Excluded: pricing logic stays protected.
Property management
Work orders, leasing and renewals, owner reporting, rent collection, vendor management, SOPs.
Excluded: tenant and owner personal data is stripped.
Insurance agencies
Quoting and binding, policy servicing, endorsements, renewals, claims assistance, carrier correspondence.
Excluded: policyholder personal data is stripped.
Law firms
Intake and matter workflows, templates and precedents, process documentation, billing and CRM metadata.
Excluded: client matter content.
Accounting firms
Client onboarding, month-end close, reconciliation, SOPs.
Excluded: client books.
Recruiting and staffing
Candidate and client pipeline, sourcing and screening, placements, SOPs.
Excluded: candidate personal data is stripped.
Healthcare operations
Care coordination, referral workflows, device-support tickets, scheduling and CRM metadata, quality reporting.
Excluded: protected health information, entirely.
IT services and MSPs
Tickets and incident records, change requests, runbooks, onboarding checklists, escalation notes.
Excluded: client environment details and credentials.
BPO and outsourced operations
Process SOPs, QA scorecards, case workflows, training materials, handover notes.
Excluded: end-customer personal data is stripped.
Consulting firms
Engagement scoping, project records, deliverable templates, status reporting, internal review notes.
Excluded: client-confidential findings and client names.
FAQ
Questions we get by email
Who buys the data?
AI labs such as micro1, Mercor and Handshake: frontier AI developers training and evaluating models on real business workflows.
Why go through Endless?
We place your data with several labs rather than one, you agree a fixed payment with Endless before anything is shared, we handle the scoping and anonymisation, and you pay Endless nothing.
What does it cost us?
Nothing. The payment to you is fixed and agreed before anything is shared. Endless is paid from its licences with the labs.
What data qualifies?
Operational workflows, SOPs, tickets, records and internal communications. Never: customer, employee or client personal data, protected health information, privileged client matter content, client books or proprietary pricing logic.
How is our data protected?
Identifiers are stripped before transfer. You set the scope and the exclusions, review representative samples, retention is limited to the agreed term, and the data is deleted at the end of it.
Who owns the data?
You do. The licence is non-exclusive.
How is the estimate calculated?
From your number of employees, years of history and location. It is indicative: the final offer depends on data sources, volume, quality, access terms and due diligence, and regulated data lowers it.
What size and kind of company qualifies?
Roughly 30 or more employees, several years of history, and documentation in English. US, UK and Canada are prioritised.
What happens on the call?
Twenty minutes. Which systems you use, how many years of history you have, and what is off-limits. You leave with a clearer range and a written next step.
Twenty minutes. No commitment.
Tell us which systems you use and how many years of history you have. You leave with a clearer range and a written next step.