Linked operating records from industries your models haven't seen
We license de-identified email, system-of-record and accounting history from US freight brokerages, manufacturers and distributors, specialty contractors, commercial insurance agencies and customs brokers. Records are delivered as linked workflow chains with outcomes.
Where we are: we're assembling our first sector corpora now, starting with US freight brokerage. Tell us what you need and we'll share what's in our pipeline under NDA.
What a delivery includes
| Component | What it contains |
|---|---|
| Workflow chains | Messages, documents and system records joined by shared IDs (load, quote, job, policy or entry number), with outcomes such as won or lost, paid or disputed. Delivered as JSONL. |
| Attachments | Rate confirmations, quotes, ACORD forms, change orders and other PDFs, with de-identified extracted text. |
| Datasheet and schema | Counts, date ranges, field definitions, source systems and known gaps. |
| De-identification report | Methods used, hand-checked sample results, and motivated-intruder findings. |
| Rights summary | Seller warranties, consent records where required, and what was excluded and why. |
Licensing options
Non-exclusive
The default. Training and evaluation use for an agreed term.
Time-limited exclusive
Six to twelve months of exclusivity on a corpus, priced at a premium.
Evaluation only
Held-out sets for benchmarks and agent evaluation, never used for training.
What we require of buyers
- Use limited to training and evaluating AI models
- No attempt to re-identify any person or company
- No resale or onward transfer
- Deletion when the license ends
- A completed security questionnaire
- We don't license to entities in countries of concern under federal bulk-data rules, and foreign buyers agree to matching onward-transfer limits
Request a data brief
Tell us which sectors and workflows you need. We'll reply with what's in our pipeline, under NDA.
Request received
We'll reply by email with a brief and an NDA.
Preview only: on the live site this request is sent to your inbox.