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Enterprise Workflow Data Partnership Opportunity

We are currently working with a privately operated AI research and development organization that partners with established companies to license anonymized workflow and operational data. The goal is to help improve next-generation enterprise AI systems by better understanding how real organizations execute day-to-day work.

This program is designed for mid-sized companies and is structured to ensure strict privacy, compliance, and data protection standards throughout the entire process.




Who This Is For

Organizations that typically qualify include:

30+ employees

Active daily operations using software systems, documentation, or structured internal processes

Established workflows (e.g., SOPs, operational procedures, internal tooling, or collaboration systems)



What Is Being Evaluated

The partner organization is interested in high-level workflow and process data such as:

Standard operating procedures (SOPs)

Tooling and software usage patterns

Internal operational documentation

Process flows and non-sensitive workflow structures


All data is fully anonymized and redacted prior to any transfer. Sensitive information such as customer data, financial records, and proprietary trade secrets is explicitly excluded.




Compensation Structure

Engagements are evaluated individually based on the depth, consistency, and value of the operational data provided. Typical compensation ranges include:

Approximately $250,000 for standard workflow datasets

Up to $2,000,000 for highly specialized or large-scale operational datasets


Some partnerships may also include ongoing arrangements for continued data contribution over time.




Process Overview

1. Initial inquiry and eligibility review


2. NDA execution prior to any data discussion


3. High-level review of anonymized workflow samples


4. Formal evaluation and, if approved, partnership agreement and compensation structure






Important Note on Referrals

This opportunity is facilitated through a referral network. Referrers may receive a separate referral fee from the partner organization for successful introductions. This does not affect or reduce the compensation offered to participating companies.




Next Step

If you are a founder, CFO, COO, or operations leader and believe your organization may qualify, you can request additional details and an introduction to the partner team.

Please submit your inquiry through the link below. Qualified applicants will receive a response with further information and next steps.

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