Clean, provenance-tracked datasets, legal corpora, live registries, and AI-native infrastructure spanning financial regulation, orbital and ocean governance, and the space economy.
LIVE UTILITYOAR-70K
A live registry that assigns permanent identities to roughly 70,000 catalogued orbital objects, resolves active satellites to their operators and corporate status, and uses operators' own FCC disposal filings to track re-entry and disposal failures against the catalogue.
LIVE UTILITYSFI-OBS
A living, automatically-updated citation map of the finance-under-physical-constraint literature, from the Space Finance Institute. It tracks curated citation edges across economics, physics, mathematics, and law & policy strands, and surfaces "should-cite" gaps with a written justification for each.
LEGAL CORPUSSLC
A provenance-first, machine-readable record of international and national space law, with official sources, content hashes, dated version history, and a HF dataset for downstream AI workflows.
LEGAL CORPUSDSM
An open, neutral, machine-readable corpus of deep seabed mining law, covering UNCLOS, the ISA Mining Code, and the US regime, with official-source provenance and a HF dataset for AI and legal-informatics workflows.
LEGAL CORPUSBBNJ
An open, provenance-first corpus of the 2023 High Seas Treaty and its UNCLOS legal framework, with official-source provenance, SHA-256 hashes, authentic-language coverage, and a HF dataset.
LEGAL CORPUSAML-10J
A provenance-first, machine-readable record of AML/CTF and financial-sanctions law across ten jurisdictions, rooted in the UN treaty and Security Council backbone with a FATF Recommendations crosswalk.
LEGAL CORPUSDAL-21J
A provenance-first, machine-readable record of digital-asset market-structure and prudential law across 21 jurisdictions, captured in each instrument's authentic enacting language.
OPEN SOURCEEDGAR
A free, open-source Claude/Cowork plugin and local SEC EDGAR connector for loan-level analysis of US ABS and CMBS deals, contributed to Anthropic's financial-services repository.
OPEN SOURCEMCP
A free, read-only MCP connector giving AI agents hash-verifiable citations into provenance-first legal corpora. A tamper-evident SHA-256 hash on every citation, not just a link.
DATASETUKCF
An ML-ready dataset of UK company filings parsed from Companies House iXBRL accounts and normalised across UK GAAP taxonomies.
BENCHMARKUKB
A benchmark testing whether frontier and open-weight LLMs can read UK company accounts, and what that means for data defensibility.