Finance & accounting
Ledgers, reconciliations, close packs and audit trails covering many years, from real SMEs and practices.
For AI labs & researchers
Real-world business data, licensed for AI
We source proprietary data directly from companies in specialist sectors, de-identify it, clear the rights and deliver it ready to train or evaluate on.
Labs & chemistry
LIMS records, lab notebooks, assay and QC results, formulations and batch records, including failed runs.
Semiconductors & manufacturing
Yield, defect, test and process logs, the kind of industrial data that never reaches the open web.
Operations & documents
Orders, tickets, contracts, reports and the email trails behind them, showing how businesses actually work.
Need something else? Tell us. We'll go out and find companies that hold it.
Why buy through us
Data you can actually use
Real, not synthetic
Every dataset comes from a working business's own systems, with years of history.
Rights cleared
Each dataset is licensed under a signed agreement with its owner, who confirms they're allowed to sell it.
De-identified by default
Personal data about customers and staff is removed or anonymised before you see a sample.
Shaped to your pipeline
Delivered in the format you need for pre-training, fine-tuning, RL environments or evals.
Exclusivity available
License data exclusively or on a non-exclusive basis, depending on your budget and goals.
Samples under NDA
Review representative samples under NDA before you commit.
How buying works
- 01
Tell us what you need
Data type, sector, volume, timeline and what it's for.
- 02
We source & match
We check our seller network and go out to companies that hold exactly what you need.
- 03
Review samples
De-identified samples and a data card, all under NDA.
- 04
License & deliver
One licence agreement and secure delivery in your format, with ongoing refreshes if you want them.
Request data
Tell us what you're looking for. We'll reply within one business day with availability and sample options.