Your enterprise data can advance frontier AI

Mercor partners with enterprises to anonymize and contribute operational data to top AI labs. You get paid, and you see how AI will reshape your business.

MessagingDocumentsEmail & CalendarCRM & SalesCode & ReposFinance & HRRevenue IntelligenceEngineering ThroughputOperational EfficiencyDecision Velocity

The data that teaches AI how businesses actually operate.

Frontier AI labs can't build enterprise-grade models from public data alone. The next leap in AI capability requires operational data: how teams communicate, close deals, ship software, and run finance. That data lives inside your company.

Your productivity stack

How your team thinks, collaborates, and communicates.

Captured across your everyday tools: messages, meetings, documents, and project trackers.

MessagingEmailDocs & wikisCloud storageVideo callsProject tracking
Signal types captured
Thread activity
Document edits
Meeting transcripts
Task completions
Calendar events

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

Proprietary anonymization at every layer.

1
Scoped access
You define which systems and data types are in scope before anything moves.
2
Credential isolation
Authentication credentials are scoped to each session and isolated from the rest of our infrastructure.
3
Secure extraction
Raw content is extracted automatically, encrypted in transit, and logged with a complete audit trail.
4
Proprietary anonymization
Our pipeline detects and neutralizes 60+ types of sensitive identifiers while preserving business context and structure.
SOC 2 Type II
AWS KMS encryption
Robust data governance framework
Read more about our security policies →

Contributing your workflow data

From first contact to signed agreement, our team handles everything. No engineering work required.

Get in touch →
1
Chat with our team
Our team maps your workflows, tools, and data footprint, and gives you an estimate of what your data is worth.
2
Connect your tools
We support 34+ integrations across messaging, docs, email, CRM, code, and finance. You pick what's in scope, authenticate via OAuth, and we get read-only access.
3
Extract your workflows
After connecting, our pipeline runs a single extraction across your selected tools. It runs in the background and requires no additional work from your team beyond the initial connections.
4
Anonymize your data
Our in-house pipeline applies deterministic pattern matching and generative AI to irreversibly mask PII, PHI, and BII across all extracted data. Tokens cannot be reverse-engineered, and every dataset is validated before delivery to the client.
5
Payout & AI analysis
We process payment and deliver a custom analysis of exactly where AI can transform how your organization operates, with a concrete roadmap for where AI can immediately improve your own workflows.

Know someone who would be a good fit?

If it works out, we'll pay you a referral bonus.

Send us the company and point of contact, and we'll handle the outreach directly.

Bonus paid 30 days after their first extraction.

Common questions

Frontier AI models are increasingly being trained to work inside companies, navigating real tools, workflows, and decisions. Public data and synthetic datasets cannot replicate that. Your internal data captures how organizations actually operate, which is exactly what labs need to build AI that can handle real enterprise tasks.

Compensation is based on data volume, the tools you connect, and the depth of your data. Connecting more tools generally results in a higher payout.

No. Mercor covers all costs associated with data extraction, anonymization, and transfer. You receive compensation with no upfront costs, setup fees, or deductions from the payment.

The extraction and anonymization process is fully automated. No AI lab buyer or third-party vendor ever sees your raw data. Mercor's engineering team oversees the pipeline infrastructure but does not manually review your data. All access is logged and governed by strict internal controls.

Payment is issued via wire transfer upon delivery of the anonymized dataset to the buyer. This typically occurs within 2-4 weeks of the signed agreement, depending on data extraction and processing time.

Mercor's anonymization pipeline is designed to produce output that meets de-identification standards under GDPR and CCPA. Since the anonymized dataset contains no personal data, it falls outside the scope of most personal data regulations.

Ready to empower your workforce?
From initial discovery to production-grade AI agents in 4–6 weeks →mercor.com/enterprise