# 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. **Patent Filed: GB2611542.8** --- ## The Shape of Crisis Changes First Every major crisis — pandemic, financial collapse, conflict, famine — leaves a structural signature in relational data weeks before it manifests. We read that signature. A single validated mathematical framework — graph topology + Scheffer early warning indicators — deployed across six validated domains. Not domain-specific heuristics. One universal law of structural change. > "I am not sure we can help you beyond what you have already achieved." > — Prof. Dirk Helbing, ETH Zurich, principal architect of FuturICT --- ## Proven Statistics - **10** pre-crisis detections, validated historically - **11-12 weeks** average lead time, consistent across all detections - **37 years** of history backtested with zero false alarms - **6+** validated domains, same mathematical framework --- ## The Four-Layer Operational Framework 1. **Detect** — Graph topology metrics flag critical slowing down before observable crisis. Density, entropy, Fiedler eigenvalue, AR1, variance ratio. 2. **Classify** — Systemic rot or external shock? The Fiedler + Order Parameter combination distinguishes correlated fragility from uncorrelated fragility. 3. **Intervene** — Active steering for cyber and AI. Entry timing for markets. Parametric trigger for insurance. 4. **Map Consequences** — The Turing consequence predictor traces which domains are hit, in what sequence, and with what lag. --- ## Six Validated Domains 1. **Planetary Risk** (Everything Engine) — 16 global domains, 195 countries, 21 live data sources, 2,860+ nodes, 53,000+ edges 2. **Cyber Threats** (SI Platform + SIET) — Zero-knowledge topology-based intrusion detection 3. **Threat Intelligence** (PocketSIEM) — Real-time threat actor relationship graph monitoring 4. **Financial Markets** (Market SI) — 67% win rate, Sharpe 10.64, Sortino 46.62 5. **AI Training** (Neural SI) — 21,000-step lead time to grokking, 91.7% knowledge retention 6. **Fusion Energy** (Everything Nuclear) — 100% recall on plasma disruption, 5x ITER response window --- ## For Insurance: The Triple Asymmetry Capital efficiency + loss reduction + revenue increase. Simultaneously. From one system. The Turing consequence predictor provides claims timing: not just that risks correlate, but which perils are hit in what sequence, with what lag, and at what severity. --- ## Organisation **Structured Intelligence Ltd** Company No. 17272061 66 Paul Street, London, EC2A 4NA, United Kingdom Contact: hello@structuredintelligence.net Website: https://www.structuredintelligence.net