Open data

Datasets, with the work shown.

Every dataset ships with a datasheet: how it was made, how it was validated, and where it falls short. Where generation was AI-assisted, we say so — provenance and limitations are part of the release, not a footnote.

Safeguarding CC-BY 4.0
Police Sexual-Offence Outcomes — Structured + Modelled
human-validated · provenance documented
2,045,000 records Explore ↗
Safeguarding CC-BY 4.0
Safeguarding Institutional-Failure Network Dataset
AI-assisted · human-validated · provenance documented
11 records Explore ↗
Safeguarding CC-BY 4.0
Safeguarding Reviews — Scaled Model-Coded Corpus
AI-assisted · provenance documented
61 records Explore ↗