We digitize non‑web analog archives into LLM‑ready, deduplicated, contamination‑controlled datasets with verifiable provenance for pre‑training, continual training, alignment, and evals.
Non‑web sources absent from existing corpora. Fingerprinted and deduped to prevent contamination.
Commercial training rights acquired at source with per‑document metadata and indemnity options.
Complete chain‑of‑custody with checksums, timestamps, and rights assertions for every page.
Structured text with layout preservation, language tags, and domain taxonomy in training‑ready shards.
OCR CER ≤ 0.5–1.5%, optional PII filtering, and content safety review before shipment.
Industrial pipeline processing millions of pages daily with secure cloud or air‑gapped delivery.
Each pack includes page images, ALTO XML, JSONL text, and metadata. Rights and jurisdictions noted per record. Samples available under NDA.
Airworthiness directives, incident analyses, OEM manuals, and bulletin chains with provenance and revision linkage.
Reg filings, monographs, dosing standards, and gray literature with ICD‑10/ATC mapping at page‑level.
Plant manuals, NRC/IAEA circulars, inspection reports, and safety procedures with hierarchy preservation.
Administrative decisions, legislative analyses, and committee reports with citation graphs.
Government notices and manuals with aligned bilingual segments, page‑level alignment indices, and script labels.
We share pack summaries and 100‑page samples under mutual NDA. Please include your intended use (pre‑training, CT, alignment, evals), license scope, and desired volumes.