Complex systems generate warning signals long before they fail. The challenge has never been the data. It has been building a methodology rigorous enough to identify which signals matter, early enough to create lead time, and consistent enough to hold across completely unrelated environments.

Pretelligence™ is that methodology. A tensor-based multi-domain detection platform operating in live production across two domains: financial markets and energy infrastructure. Nine domains are monitored per product. The system identifies convergence patterns before they reach consensus visibility and produces a directional orientation based on which domains are driving the stress. The same locked parameters apply across both products. No domain-specific tuning.

The validation record now spans five confirmed events across four independent domains: energy infrastructure, financial markets, transportation safety, and housing. Lead times range from weeks to years. Twelve provisional patents have been filed covering the core detection architecture, multi-domain coordination, correlation analysis, directional response classification, and probability-weighted resource allocation. Patent applications 63/927,459 through 64/026,753.

• Energy: Strait of Hormuz Crisis 2026, 51 days early (FRED, NOAA)

• Energy: Summer Gas Crisis 2022, 5 months early (EIA, NOAA)

• Energy: Grid Collapse, Winter Storm Uri, 37 days early (EIA, NOAA)

• Transportation: Major Automotive Safety Recall, 121 months early (NHTSA)

• Financial: 2022 Rate Shock Cycle, confirmed EMERGENCY period (FRED)

• Financial: SVB Crisis 2023, confirmed EMERGENCY period (FRED)

• Housing: 2008 Market Crash, 72-84 months early (FHFA HPI)

No domain-specific tuning. No curve-fitting.

All validation uses U.S. public domain datasets pursuant to 17 U.S.C. Section 105. Geopolitical Risk Index by Caldara and Iacoviello (American Economic Review, 2022). FRED data courtesy of the Federal Reserve Bank of St. Louis.

Documented lead times measured in months and years, not hours.

This content reflects historical algorithmic detection patterns. It is not investment advice, financial advice, or a recommendation to buy, sell, or hold any security or asset. All decisions remain the sole responsibility of the licensed professional or institution reviewing this material. Pretelligence™ is a detection and early warning system only.

Enterprise licensing is available.

Inquiries begin under mutual NDA.