2 LIVE UTILITIES · 70,000+ OBJECTS TRACKED

Data infrastructure for structured finance, machine-readable law & the space economy.

Provenance-tracked datasets, open legal corpora, live registries and AI-native tooling. Every record traceable to an official source.

/01 DATA PRODUCTS & PROJECTS 11 PROJECTS

Clean, provenance-tracked datasets, legal corpora, live registries, and AI-native infrastructure spanning financial regulation, orbital and ocean governance, and the space economy.

LIVE DATA UTILITIES
LIVE UTILITYOAR-70K

Orbital Asset Registry

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.

LIFECYCLE TRACKING · DAILYLIVE REGISTRY ↗
LIVE UTILITYSFI-OBS

The Observatory

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.

UPDATED WEEKLYSPACEFI.INSTITUTE ↗
OPEN LEGAL CORPORA
LEGAL CORPUSSLC

Space Law Corpus

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

Deep Seabed Mining Law Corpus

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

BBNJ / High Seas Treaty Corpus

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.

6 AUTHENTIC LANGUAGESDATASET ↗
LEGAL CORPUSAML-10J

AML/CTF & Financial-Sanctions Legal Corpus

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.

10 JURISDICTIONSDATASET ↗
LEGAL CORPUSDAL-21J

Digital-Asset Law Corpus

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.

21 JURISDICTIONS · AUTHENTIC LANGUAGES
OPEN SOURCE, DATASETS & BENCHMARKS
OPEN SOURCEEDGAR

SEC EDGAR Securitisation Connector

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.

APACHE 2.0 · NO SUBSCRIPTION
OPEN SOURCEMCP

LexProvenance MCP Connector

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.

READ-ONLY BY DESIGN
DATASETUKCF

UK Company Financials

An ML-ready dataset of UK company filings parsed from Companies House iXBRL accounts and normalised across UK GAAP taxonomies.

PER-FIGURE PROVENANCE
BENCHMARKUKB

UK Accounts LLM Benchmark

A benchmark testing whether frontier and open-weight LLMs can read UK company accounts, and what that means for data defensibility.

BENCHMARK + ARTICLEPROJECT →
/02 RESEARCH & WORKING PAPERS FINANCE / STRATEGY / DATA & AI

Working papers, research summaries, and strategic notes across structured finance, tokenisation, geopolitical strategy, and financial infrastructure.

Can LLMs Read UK Company Accounts? DATA & AI · JUN 2026

A research note and benchmark write-up testing whether frontier and open-weight LLMs can extract reliable information from UK company accounts, and why clean, verified data remains the scarce asset.

Electoral Synchronisation Risk and Strategic Decision Latency in Coalition Systems SSRN ↗GEOPOLITICS · JAN 2026

ESR captures how overlapping election cycles across allied democracies can temporarily slow coalition decision-making during crises. While military and institutional continuity persists, the authorisation of escalation-capable actions becomes more fragile, increasing SDL at precisely the moments when speed matters most.

The Organism and the Grid SSRN ↗GEOPOLITICS · NOV 2025

A systems framework for AI, Energy, and Financial Sovereignty. Why the "Techno-National Organism" is the new unit of geopolitical power.

Blockchain Securitisation Framework SSRN ↗STRUCT. FINANCE · OCT 2025

An Australian-compliant model for issuing RMBS on-chain, prioritising the Corporations Act and APS 120.

Addendum A: ASIC Guidance 25-250MR REG UPDATE · OCT 2025

Analysis of recent ASIC guidance supporting digital asset innovation and clarifying custody obligations.

Addendum B: Digital Assets Bill 2025 REG UPDATE · NOV 2025

Mapping the new "Tokenised Custody Platform" (TCP) legislation to the Smart SPV architecture.

Addendum C: ASIC December 2025 Class Relief and Tokenised Securitisation REG UPDATE · DEC 2025

ASIC December 2025 Class Relief and Tokenised Securitisation.