Company data for LLM, agent and superintelligence training
For artificial intelligence labs, model teams and superintelligence programs: the chain from request to outcome across the tools a business runs on, rights checked before you see a summary, identities stripped before you see a sample.
What we can source
| Data type | Typical systems |
|---|---|
| Support and service tickets with resolutions | Zendesk, Intercom, Freshdesk, ServiceNow, Jira Service Management |
| Team chat with decisions and rejected options | Slack, Microsoft Teams, Google Chat |
| CRM pipelines, notes, won and lost | Salesforce, HubSpot, Pipedrive, Zoho |
| Email and calendar | Google Workspace, Microsoft 365 |
| Project and field work | Asana, Jira, Monday, ServiceTitan, Procore, Jobber |
| Code with issues and reviews | GitHub, GitLab, Bitbucket |
| Finance and ERP | QuickBooks, Xero, NetSuite, SAP |
| Documents, SOPs, knowledge bases | Google Drive, SharePoint, Notion, Confluence |
Industries on the list
Logistics and freight, construction and trades, professional services and agencies, accounting, IT services, software, manufacturing, insurance brokerages, property management, healthcare administration. Tell us what you are after and you hear what exists and what we would go find.
Workflow data, trajectories, environments
Raw data is the seed. Sellers whose data carries outcomes (tickets closed with a resolution, deals marked won or lost, changes approved or rejected) reconstruct into workflow trajectories and feed graders. If you build environments, say so in the request and we filter for outcome-bearing, multi-system data.
Terms
| Exclusivity | Exclusive or non-exclusive, with a term. Two years is common. |
| Shape | One-off corpus or ongoing refresh from a live business. |
| Scope | Training, evaluation, environment construction, or all three, written in. |
| Acceptance | Seller sample review, then your acceptance window, then payment. |
| Provenance | Memo with every package: ownership, contract clauses, exclusions. |
| Our fee | Finder's fee from you on close, agreed before any introduction. |
Questions buyers ask
Do you hold the data?
No. The seller exports to a de-identification vendor, the vendor delivers to you after the seller approves a sample. We see summaries and samples, the same as you.
Can we get exclusivity?
For a term. Two years is the common ask and sellers accept it. Perpetual is not offered, so expect a term, a renewal option, or a higher price for longer.
What does the chain of rights look like?
Before any summary goes out we confirm the seller owns the data outright, that client-held material is excluded, and that customer agreements permit de-identified use. You get that in writing with the package.
Data with outcomes?
Ask for them. Sellers whose tickets close with a resolution, deals marked won or lost, approvals logged, are flagged. Those are the data that become tasks and graders.