A customer reports an issue.
Data partnerships
Your data.
New possibilities.
Turn your company’s operational data into a new source of value—and help build better AI.
Up to$1M
For qualifying operational data.
Potential licensing value, subject to buyer demand, data quality, approved scope, and a signed agreement. An inquiry does not guarantee an offer or payment.
More than a collection of files
The connections
are the context.
What happened. Who responded. What changed.
Connected records show how real work gets done.
The team shares context.
A ticket connects the work.
The fix is documented.
The customer gets an answer.
Illustrative workflow · Context across systems, preserved over time.
Potential data sources
Where work happens.
Where context lives.
Conversations, documents, customer records, and operational events become more useful when their relationships are preserved.
Conversations & collaboration
Discussions, decisions, and the context shared between teams.
Slack · Microsoft TeamsDocuments & knowledge
Working documents, email, knowledge bases, and their histories.
Google Workspace · Microsoft 365Customer relationships
Sales activity, account histories, and the customer lifecycle.
Salesforce · HubSpotSupport & resolution
Customer issues, internal escalations, and documented outcomes.
Zendesk · Support systemsProjects & engineering
Tickets, product decisions, project histories, and linked changes.
Jira · Linear · Project toolsDatabases & warehouses
Structured records that connect events and entities over time.
MongoDB · BigQueryExamples of source systems. Availability, permissions, and delivery are assessed for each opportunity.
For companies
Your history.
A new opportunity.
Explore a paid license for the operational records your business has built over time.
- Established operating history
- Connected records across multiple systems
- Clear scope and authority to license
For AI teams & data buyers
The context
your models need.
Bring us your requirements. We qualify potential suppliers and coordinate opportunities around relevant proprietary data.
- Industries, systems, and target workflows
- History, volume, formats, and quality criteria
- Intended uses and licensing requirements
A clear path forward
Thoughtful partnerships.
From the first conversation.
Start with a conversation
Share a high-level overview of your systems, retained history, and goals.
Find the right fit
We review connected workflows, potential data quality, and authority to license.
Agree the boundaries
Define approved records, permitted uses, exclusions, handling requirements, and commercial terms.
Coordinate delivery
Once an agreement is in place, we coordinate preparation and delivery of the approved dataset.
Before we begin
A few good
questions.
Which companies are a potential fit?
We focus on active companies with US or European operations, established teams, and several years of retained operating history. SaaS, healthcare, legal, financial services, and retail businesses may be a fit. Qualification depends on the available data and buyer requirements.
How does the up to $1 million offer work?
Qualifying operational datasets may be considered for licensing opportunities of up to $1 million. This is a potential licensing value, not a guaranteed payment or an automatic offer. The amount depends on buyer demand, data relevance, quality, history, approved scope, and the terms of a signed agreement.
Do we need a certain number of systems?
We are especially interested in connected histories across seven or more relevant systems, but software subscriptions alone do not establish usable datasets. We review the records, how much history is retained, and whether workflows connect across systems.
What should we share first?
A company overview, a high-level list of systems, and an approximate history are enough. Please do not send account credentials, sensitive records, or unrestricted data exports.
Can every record in our systems be licensed?
Holding a record does not necessarily give a company the right to license it for every use. Each opportunity requires a review of authority, relevant permissions, privacy exclusions, and the proposed scope before anything is shared.
What control do we keep?
We agree which systems, records, history, and fields are included; which restricted records and sensitive fields stay out; and the permitted purposes, access, retention, and delivery terms. Supplier profiles are presented to prospective buyers only with permission.
Can AI buyers bring specific requirements?
Yes. Share the industries, workflows, source systems, history, approximate volume, formats, quality requirements, and intended uses you need. We use that brief to qualify potential suppliers for discussion.