# Structured Intelligence

> Universal early warning through structural topology. Detecting critical transitions before they happen across planetary risk, cybersecurity, financial markets, AI training, and fusion energy.

Structured Intelligence Ltd is a UK company (No. 17272061) that has developed a validated mathematical framework for detecting critical transitions in complex systems before they manifest as observable crises. The framework applies graph topology metrics (density, entropy, Fiedler eigenvalue, eigenvector centrality, velocity) combined with Scheffer early warning indicators (AR1, variance ratio) to detect structural change across any domain.

Patent filed: GB2611542.8 (Neural Structured Intelligence — phase transition prediction in neural network weight graphs)

## Key Claims (all backed by data)

- 10 pre-crisis detections across 37 years of history
- Consistent 11-12 week lead times across multiple domains
- Zero false alarms on events that did not materialise
- Market signals: 67% win rate, annualised Sharpe 10.64, Sortino 46.62
- Neural SI: 21,000-step grokking lead time, 91.7% knowledge retention under steering
- Fusion: 100% disruption recall on FAIR-MAST data, 5x ITER response window

## Validated Detections

- COVID-19 Pandemic 2020: AR1=0.955, 11 days lead (limited by weekly WHO data)
- Tigray Conflict 2020: Variance inflation, concurrent
- West Africa Ebola 2014: AR1=0.655, 6.0 weeks lead
- Global Financial Crisis 2008: AR1=0.989, 11.9 weeks lead
- East Africa Famine 2011: Variance inflation, 11.4 weeks lead
- European Refugee Crisis 2015: AR1=0.927, 11.5 weeks lead
- Rohingya Crisis 2017: AR1=0.882, 11.9 weeks lead
- Suez Canal Blockage 2021: VarRatio=3.54, 11.5 weeks lead
- Iran-Israel Exchanges 2024: VarRatio=2.19, 11.9 weeks lead
- Global Financial Stress 2025: AR1=0.987, 11.5 weeks lead (ongoing)

## Known Limitations

Two events not detected: Arab Spring 2011 and Russia's invasion of Ukraine 2022. Both were rapid political decisions with minimal structural buildup.

## Endorsement

Prof. Dirk Helbing, ETH Zurich, principal architect of FuturICT: "I am not sure we can help you beyond what you have already achieved."

## Pages (with Markdown alternatives)

- Home: https://www.structuredintelligence.net/ | https://www.structuredintelligence.net/index.md
- Platform: https://www.structuredintelligence.net/platform | https://www.structuredintelligence.net/platform.md
- Evidence: https://www.structuredintelligence.net/evidence | https://www.structuredintelligence.net/evidence.md
- About: https://www.structuredintelligence.net/about | https://www.structuredintelligence.net/about.md
- Contact: https://www.structuredintelligence.net/contact

## Discovery Files

- Agent JSON: https://www.structuredintelligence.net/agent.json
- Agents.txt: https://www.structuredintelligence.net/agents.txt
- AI Agents: https://www.structuredintelligence.net/.well-known/ai-agents.json
- Skills: https://www.structuredintelligence.net/.well-known/agent-skills.json
- Sitemap: https://www.structuredintelligence.net/sitemap.xml

## Contact

hello@structuredintelligence.net
66 Paul Street, London, EC2A 4NA, United Kingdom