As an individual As a company

Unlock the value of your company's knowledge for the future of AI.

Your company has spent years building valuable processes, workflows, and operational expertise. Selected companies can now contribute this knowledge to advanced AI development and receive compensation for their participation.

Project 01

Enterprise Data Partnership

Documentation & process knowledge

Compensation $300,000+ USD Based on dataset size, workflow complexity, uniqueness, data quality, and domain expertise.
30 to 200 employees Mature workflows Documented processes

Most companies have spent years building unique internal knowledge: how work gets done, how decisions are made, how customers are handled, and how complex processes are managed. This operational knowledge is becoming increasingly valuable as AI systems are trained to better understand real-world business environments.

We are currently inviting a limited number of selected companies to participate in a paid AI data partnership, where valuable business processes, workflows, and documentation may help improve future AI capabilities. Nothing new has to be created: software guides, training decks, standard operating procedures, internal wikis, and process documents already exist, and modern AI can learn a great deal from them.

Your company may be a potential fit if it already runs on mature, well documented ways of working. Compensation for enterprise partnerships is significant, agreed up front, and scales with the size, uniqueness, and quality of what you contribute. Register below to get on the list, and we will reach out if there is a match.

Requirements

  • 30 to 200 employees
  • Strong operational maturity
  • Significant internal documentation and process knowledge
  • Active use of modern software tools
  • Well defined workflows that employees execute repeatedly

Who it's for

  • Technology companies
  • BPOs & recruiting firms
  • Financial services firms
  • Consulting businesses
  • Professional services businesses
  • Legal and compliance organizations
  • Healthcare administration teams
  • Logistics and operations businesses

Relevant data

  • Internal documentation
  • SOPs and playbooks
  • Knowledge bases
  • Process documentation
  • Project management workflows
  • Internal communications
  • Business process artifacts
  • Templates and operational frameworks
  • CRM and workflow metadata
  • Task execution histories
Register your company
Project 02

AI Workflow Data Partner

Business operations

Compensation Significant, agreed up front Based on dataset size, workflow complexity, uniqueness, data quality, and domain expertise.
Digital workflows Process documentation Cross-functional collaboration

This project looks at how work actually moves through your business: the software your teams work in every day, the steps they repeat, and the process documentation behind them. It is a strong fit for operations-heavy companies with repeatable, well defined workflows and cross-functional teams.

Requirements

  • 30 to 200 employees
  • Strong operational maturity
  • Significant internal documentation and process knowledge
  • Active use of modern software tools
  • Well defined workflows that employees execute repeatedly

Who it's for

  • Technology companies
  • BPOs & recruiting firms
  • Financial services firms
  • Consulting businesses
  • Professional services businesses
  • Legal and compliance organizations
  • Logistics and operations businesses

Relevant data

  • Internal documentation
  • SOPs and playbooks
  • Knowledge bases
  • Process documentation
  • Project management workflows
  • Internal communications
  • Business process artifacts
  • Templates and operational frameworks
  • CRM and workflow metadata
  • Task execution histories
Apply to AI Workflow Data Partner
Project 03

Frontline Operations Data Partnership

Frontline & deskless operations

Compensation $100,000 to $400,000 USD Based on dataset size, diversity of frontline contexts, uniqueness of operational knowledge, data quality and recency, and the range of frontline roles represented.
7,000 to 20,000 users Frontline & deskless teams Microsoft Teams

Many companies track highly valuable operational knowledge every day without realizing it, often on paper or in informal tools. This project focuses on how frontline and deskless teams coordinate and track work on the ground: shift handoffs, huddle notes, task trackers, and the everyday records that keep real-world operations running.

We are inviting a limited number of selected companies with large frontline workforces to participate in a paid AI data partnership. Nothing new has to be created. The records your teams already generate can help train and evaluate AI systems on realistic frontline operational settings. We believe the teams that keep real-world operations running should participate in the value created by the next generation of AI systems.

Your company may be a fit if it runs an active frontline or deskless workforce that uses Microsoft Teams, operates in manufacturing, travel, transport, hospitality, or healthcare, and has recent operational activity. Compensation is significant, agreed up front, and scales with the size, diversity, and quality of what you contribute. Register below and we will reach out if there is a match.

Requirements

  • Active frontline or deskless workforce
  • Microsoft Teams used by frontline staff
  • 7,000 to 20,000 users
  • Teams that coordinate and track work on the ground
  • Company data available in English
  • Operational activity within the last 2 years
  • Ideally headquartered outside the United States

Who it's for

  • Manufacturing and assembly plants
  • Airlines and airport ground operations
  • Logistics, transport, and fleet operations
  • Hotels and hospitality groups
  • Hospitals and healthcare facilities
  • Food and beverage production
  • Warehousing and distribution
  • Field service operations

Relevant data

  • Microsoft Teams channel exports from frontline teams
  • Shift huddle notes
  • Handwritten notes and logbooks
  • Whiteboard photos
  • Sticky notes and informal task lists
  • Excel task trackers
  • Line of business app exports
  • Task handoff and shift coordination records
Register your company
Security

Your data stays protected.

Security is the foundation of every project. All data is handled under strict contractual protections, your company keeps ownership, and we never set out to replicate your business, products, customers, or competitive advantage. The sole purpose is to help train and evaluate AI on realistic operational settings.

Original datasets are retained only for processing
Sensitive information is scrubbed before any downstream use
All confidential information is removed
Original datasets are deleted after processing
No data is ever shared publicly
No customer information is exposed
Companies retain ownership of their underlying data
Payment is agreed up front, before anything is shared
How to join

Apply in minutes, paid on agreed terms.

A straightforward process built to respect your time and your data.

01 · Apply

Pick a project and apply.

Choose the project that fits and apply through its listing above, hosted by our data partner. It takes a few minutes, with no obligation to continue.

02 · Scope & payment

Agree on scope and payment.

We confirm the fit, define exactly what data is involved, and agree your compensation in writing before anything is shared.

03 · Hand off & get paid

Secure handling, agreed payout.

Your data is processed and scrubbed, sensitive details removed, and originals deleted afterward. Payment follows the terms agreed up front.

Apply

Pick a project and apply in a few minutes.

There is no obligation, payment is agreed up front, and nothing leaves your company until protections are in place.

3
Open projects accepting companies now
100%
Data ownership retained by your company
0
Datasets shared publicly
48h
Typical reply to applications