FINANCIAL RISK
Real-Time Risk & Contagion Detection
Physics-based market-intelligence engines for environments where every signal must be traceable, no training data is available, and the model has to be explainable to a regulator.
What we engineer.
A risk model trained on yesterday's market explains the last crash, not the next one. Our team engineers the opposite kind of detection: physics-based market intelligence built on deterministic mathematics — anomaly, statistical-soundness, and systemic-coupling measurement — engineered as a detection engine, not a trainable model. No training data is required; no quiet retraining changes what the engine flagged last quarter; every signal carries a trace.
We engineer the engine to deploy where it is needed: as a SaaS API for risk teams that want a separate detection plane, or as an embedded module inside an existing risk stack for institutions that need everything in one process. Inputs span market-data providers and direct CSV ingestion; outputs are risk heatmaps and narrative reports a human risk officer can read and defend. The engine is the math; the surface is the operations team.
ENGINEERING APPROACH
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Physics, not training
Detection driven by the mathematical structure of price and volume — not by a model that has to be retrained when the regime changes.
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Auditable, signal by signal
Every alert carries the rule that fired it and the inputs it fired on. The risk officer answers "why" without calling the data scientist.
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Systemic-coupling detection
Measurement of how correlated assets move together in regime changes — designed to catch the kind of coupling that breaks portfolios when one market moves the others.
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SaaS API or embedded module
Deploy as a detection plane behind a REST API, or embedded into the risk engine your platform already runs.
TECHNOLOGIES WE WORK WITH
- Spring Boot
- Java
- React
- TypeScript
- PostgreSQL
- YAML configuration
- market-data integrations (REST and streaming)
WHERE THIS FITS
This capability anchors engagements where the risk question is "what is happening now," not "what happened last quarter."
How we engage.
We start with a 30-minute scoping call. Within 2 weeks you have a senior team scoped, sized, and starting. Standard engagements run 3 months minimum. Three engagement models: project (fixed scope, fixed fee), dedicated team (a senior squad on your roadmap), or staff augmentation (named senior engineers embedded in your delivery). The senior bar applies to all three.
Engineer the risk engine your team can actually defend.
Tell us what you're detecting — a market-anomaly engine, a contagion measurement layer for a portfolio team, an embedded risk module, or a regulator-facing surveillance surface.