Data partnerships

Your business operations data can advance frontier AI.

ModelCore Data partners with companies to license and responsibly anonymize their operational data for frontier AI labs. You get paid, you keep control, and you learn exactly where AI can transform how you work.

Why now

The data that teaches AI how businesses actually operate.

Frontier labs are training models to work inside companies: navigating real tools, real workflows, and real decisions. Public and synthetic data cannot capture that. The signal labs need most, how teams communicate, sell, build, and run operations, lives inside your systems. That is the data we help you license, safely and on your terms.

What qualifies

If your company runs on it, it probably has value.

We work across the everyday systems that capture how work really happens. You decide what is in scope.

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Communication & productivity

MessagingEmailDocs & wikisMeetingsCalendarsProject trackers
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Sales & customer

CRM recordsDeal cyclesSupport ticketsCall notesPlaybooks
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Engineering & product

Code reposIssues & PRsCI / CDIncident logsDesign docs
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Finance & operations

InvoicingProcurementHR workflowsDashboardsInternal SOPs
Security

Built to the standards of frontier labs and enterprise security teams.

Trust is the product. Nothing moves without your sign-off, and sensitive identifiers are removed before any data reaches a buyer.

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You define scope

You choose which systems and data types are in scope before anything moves. Access is read-only and time-boxed.

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Isolated & encrypted

Credentials are session-scoped and isolated. Content is encrypted in transit and at rest, with a complete audit trail.

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Anonymized by default

Our pipeline detects and neutralizes personal and confidential identifiers while preserving the operational structure buyers need.

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You keep ownership

You license, you are not selling your company. Raw data is never resold, and you can define exclusions up front.

Encryption in transit & at rest Documented consent Full audit trail PII / PHI removed You retain ownership
How it works

From first conversation to payout, we handle the work.

No engineering lift on your side beyond approving what is in scope.

Talk to our team

We map your tools and data footprint and give you an estimate of what your data is worth.

Define scope

You select the systems and data types you are comfortable licensing. Access is read-only and time-boxed.

Extract & anonymize

A single background extraction runs, then our pipeline irreversibly masks sensitive identifiers and validates every dataset before delivery.

License & get paid

You sign a clear agreement and receive payment by wire. There is no cost to you at any point.

AI opportunity readout

Optionally, we share an analysis of exactly where AI can improve your own operations, with a concrete roadmap.

Compensation

You get paid. There is no cost to you.

No upfront cost or setup fees
Compensation scales with volume and depth
You retain ownership
Optional AI roadmap for your team
Common questions

The details, up front.

Why do AI labs want our data?

Frontier models are increasingly trained to work inside companies, using real tools, workflows, and decisions. Public and synthetic data cannot replicate that. Your operational data captures how organizations actually run, which is exactly what labs need to build AI that handles real enterprise tasks.

How is compensation calculated?

Compensation is based on data volume, the systems you include, and the depth and uniqueness of the data. Broader scope generally means a higher payout. We give you an estimate before anything moves.

Is there any cost to us?

No. ModelCore Data covers all costs of extraction, anonymization, and transfer. You receive compensation with no upfront cost, setup fee, or deduction.

Who sees our raw data?

The extraction and anonymization process is automated. Sensitive identifiers are removed before any buyer sees the data, and no buyer or third party ever receives your raw content. All access is logged and governed by strict internal controls.

Do we keep ownership of our data?

Yes. You license your data on defined terms; you are not selling your company or handing over ownership. You can set exclusions, and raw data is never resold.

When do we get paid?

Payment is issued by wire once the anonymized dataset is delivered to the buyer, typically within a few weeks of a signed agreement, depending on scope and processing time.

Get started

Tell us what you could license.

Share a little about your company and the systems you would consider. Our content partnerships team reviews every inquiry and replies within one business day.

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No engineering work to exploreA short scoping conversation is all it takes to get an estimate.
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Your terms, your exclusionsYou decide what is in scope and what stays off limits.
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Paid, with no cost to youCompensation scales with the value of what you license.

Communication & meetings

Docs & knowledge

Project & product

Engineering

CRM & support

Finance, HR & ops

Goes straight to our content partnerships team at content@modelcore.io.