Daniel Cheah

Research on Financial Infrastructure, Geopolitical Strategy, and the Space Economy.

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DATA PRODUCTS / PROJECTS

Clean, provenance-tracked datasets and AI benchmarks for financial infrastructure. The full projects page links through to Hugging Face, GitHub, licensing enquiries, and the UK accounts LLM article.

Available for Licensing

UK Company Financials

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

Dataset project
Available for Licensing

UK Securitisation SPV & Lender Map

A curated structured-finance map of UK securitisation SPVs and non-bank lenders, including charges-register intelligence.

Structured finance dataset
Open Benchmark

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 and article
RESEARCH & THOUGHTS

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

Data & AI

Can LLMs Read UK Company Accounts?

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.

Jun 2026
Geopolitics

The Organism and the Grid

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

Nov 2025
Geopolitics

Electoral Synchronisation Risk and Strategic Decision Latency in Coalition Systems

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.

Jan 2026
Structured Finance

Blockchain Securitisation Framework

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

Oct 2025
Regulatory Update

Addendum A: ASIC Guidance 25-250MR

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

Oct 2025
Regulatory Update

Addendum B: Digital Assets Bill 2025

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

Nov 2025
Regulatory Update

Addendum C: ASIC December 2025 Class Relief and Tokenised Securitisation

ASIC December 2025 Class Relief and Tokenised Securitisation.

Dec 2025
EXTERNAL VENTURE
External Venture

SpaceFi Institute

My dedicated research body focused on the financial infrastructure of the space economy. Access whitepapers on orbital finance and lunar capital.

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