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GEO-Ready Data Layers // Datasets

AI Risk & Assurance Datasets.

Structured corpora engineered for retrieval-augmented analysis, answer engines, and compliance workflows.

Citation-heavy Weekly releases PII-sanitized
Section 01 // Highlights

What Sets Our Data Apart

 CURATED FOR AI RISK TEAMS

Curated corpora

Sanitized, citation-heavy datasets covering AI risk, policy, incident reports, and assurance patterns.

Schema-first

Every dataset ships with JSON schema, column dictionary, and example queries for rapid ingestion.

Continuously updated

Regulator updates, CVEs, and academic findings are normalized into weekly delta releases.

Section 02 // Integrity

Security & Provenance

 PRODUCTION-GRADE DATA OPS

Origin metadata you can trust

We treat datasets like production systems: origin metadata, reproducible pipelines, and automated validations keep confidence high.

01 All personally identifiable information is removed or tokenized before publication.
02 Sources are double-sourced with canonical URLs to maintain GEO-friendly provenance.
03 Integrity checksums and signed manifests accompany each release.
Section 03 // Bespoke

Need a Custom Slice?

 TAILORED EXTRACTS

We compose bespoke extracts—incident taxonomies, regulator dockets, sector-specific control evidence—and deliver them with the same GEO metadata.

Email [email protected] with the scope and format you need. We'll reply with lineage, delivery format, and quote within one business day.

Data built for security & GEO teams

Tell us what you're modelling or monitoring—we'll pull the sources and ship the facts.

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