Building Nuvoq: causal decision intelligence for institutional capital
By Dimitar Dimitrov · Founder & CEO · LinkedIn
Nuvoq is decision intelligence for institutional capital allocators, built on causal inference rather than correlation. It is designed to recognize and explain regime transitions and their drivers. Nuvoq is in development, with a design-partner program opening in Q4 2026.
From correlation to cause.
Most quantitative tools describe how variables move together. Correlations drift, break under stress, and rarely explain why a market has changed. Nuvoq is being designed around causal inference: modeling the mechanisms that drive returns and risk, so a change in regime can be attributed to its underlying drivers rather than inferred from a pattern that may not hold.
Represent the causal structure behind markets and portfolios, rather than the historical correlations that break under stress.
Recognize regime transitions as they emerge and attribute them to the drivers responsible.
Explain every signal in terms allocators can inspect, question, and act on.
The aim is a decision layer that capital allocators can reason with: what changed, why it changed, and how confident the system is — with the assumptions and evidence behind each conclusion open to review.
Built around causal models, regime detection, and explanation.
Causal model layer
Structured representations of the mechanisms that drive markets, portfolios, and risk — versioned, testable, and kept separate from the correlations they replace.
Regime & scenario engine
Detection of regime transitions and their drivers, with scenario analysis that stress-tests allocation decisions against alternative states of the world.
Explanation interface
Decision surfaces that show allocators what changed and why, keeping every recommendation inspectable and under human judgment.
Nuvoq is in development. A design-partner program for institutional capital allocators opens in Q4 2026, and a first prototype is targeted for the same period. This note describes the direction of the work rather than a shipped product.
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