Equity Risk
Risks, anomalies & fragility, multi-horizon.
Natural Intelligence / NI
A computational architecture derived from the physics of ultra-complex systems — not statistics, not machine learning. We compute the present from the physics.
12 domains · one engine · NI·01 — NI·12
From predicting Black Swans to measuring systemic fragility. Natural Intelligence senses the structure of a market exactly where formal analysis goes blind — where data is chaotic, connections are hidden, and behaviour defies direct understanding.
Intelligence with built-in intuition, derived from the fundamental laws of physics rather than fitted to the past.
A computational architecture with built-in intuition, derived from the physics of ultra-complex systems — not statistics, not machine learning.
From the smallest signal to the largest structure — one continuous range.
World-class scientists stand behind the system. We do not guess the present — we compute it from the physics.
Takes any complex system and represents it as a living physical model — in real time.
Not a forecast. A live computation grounded in physics.
The engine models a complex system as a living physical object, governed by thermodynamics and mechanics — not a curve fitted to history.
What we observe is filtered through what is physically possible. Statistical likelihood is never enough on its own.
The model lives. Every new data point reshapes the engine's view of the system in real time.
Like a prism splitting light, the engine decomposes a noisy system into its components — and reassembles them into the system's response.
Chaotic discrete data, big data, geophysical and infrastructural signals — the full, noisy state of the system.
→The system is represented as a living physical object and filtered through what the laws of physics actually allow.
→Direction, ranges, target levels and quantum probabilities — separated cleanly, like wavelengths across a spectrum.
→Geophysics, climate and infrastructure don't stay outside the market — they move it. The engine treats the world as one connected physical system, so a shock in one place is priced everywhere it matters.
A single engine, tuned to twelve domains — risk, structures and beyond.
Markets
Risks, anomalies, fragility
Risks, anomalies & fragility, multi-horizon.
Oil, gas, metals and agricultural products.
Credit risk, duration, convexity and spreads.
Implied volatility and the full volatility surface.
Structural shifts and transitions between system regimes.
Risk & Anomaly
Where formal analysis goes blind.
Volatility, drawdowns and tail risk.
Causal breakdowns and move precursors.
Fear / greed phase shifts and reversals.
Geophysics, climate & infrastructure on finance.
Structures
Off-exchange valuation and protection.
Off-exchange valuation for direct investment.
Event probability and risk.
Hedging and capital-protection structuring.
Bespoke domains on request — talk to the lab →
Multi-scale risk metrics across every domains.
Digital twins of your systems — from a single domain to a model built from scratch.
Digital twin of a single system. One domain, key risk metrics, horizons from 1 day to 1 quarter. Scheduled updates.
Digital twins of several systems. Up to a few domains, full metric set, all horizons, regular intraday updates.
Full set of digital twins for your systems. All twelve domains, custom configuration, real-time updates, dedicated support and joint model calibration.
A new domain built for your system from scratch. The physical model is designed specifically for your problem, with exclusive calibration and full support.
We work with an exclusive circle of companies. Tell us the system you need to understand, and we'll tell you what the physics says.