For AI labs and research teams

Real European workflow data, with provenance you can document.

Knowlode licenses anonymised, multi-step records of real professional work from European companies, packaged to your specification. We reply to every request within one business day.

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What you get

Real workflows

End-to-end records from real businesses: threads, tickets, documents, commits and records, with the relationships between them preserved.

Anonymised and tested

Personal data removed or replaced, entities replaced consistently, and every dataset tested for re-identification risk, with a written anonymisation report.

European and multilingual

Data from companies across Europe, in Danish, German, Dutch, Portuguese, English and more.

Packaged to spec

JSONL or Parquet with a documented schema, or task-and-evaluation formats on request.

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Provenance pack

Provenance pack to support your Art. 53 training-content summary (AI Act Art. 53(1)(d)).

Source type, sector, country and period for each dataset.
The legal basis relied on, and the licence chain from contributor to Knowlode.
The anonymisation report and residual-risk assessment.
Confirmation that raw data was processed and deleted in the EU.

The provenance pack supports your own documentation duties. It does not replace them.

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Samples

We provide anonymised samples under NDA, so you can assess structure and quality before you license. We do not disclose which companies contributed.

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