For AI labs and data teams
Operating history your models can’t scrape
Years of real business records from established companies in the US, Canada and UK, with rights and scope confirmed before you meet the owner.
What teams use it for
Agent environments
Seed realistic inboxes, CRMs and ticket queues with the structure and mess of a real company.
Long-horizon workflows
Multi-party threads that span months, with decisions, handoffs and corrections intact.
Workplace evals
Build tasks and rubrics from work people actually did, with real outcomes to check against.
Tool-use traces
See how teams move between email, CRM, tickets and docs to get one thing done.
Domain coverage
Trades, logistics, insurance, distribution and professional services, which barely appear in public data.
Temporal depth
The same company across five to fifteen years: hiring, growth, pricing changes and crises.
Example profiles
The format AI teams receive. Figures are illustrative.
From spec to signed license
Four steps. We handle the first three, then step out of the way.
- Step 1
Spec
Share the industries, size, history and record types you need.
- Step 2
Profiles
Review matching companies with systems, volumes and rights status.
- Step 3
Introduction
Pick the companies you want. Once the owner agrees, we introduce you.
- Step 4
Direct license
You contract with the owner, de-identify before transfer and pay them.
Record types
No exclusivity
Work with us alongside your own partnerships team and other suppliers.
Paid on completion
A referral fee when a license closes, agreed before the first introduction. No retainer.
Out of your data chain
We never copy, store or transfer records, so there’s no third party in your provenance.