Unlock Hidden Structures
in Market Data

Visualize asset relationships, track their historical evolution, and discover hidden market structures, all designed to support your investment decisions with greater precision.

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Key Benefits

Identify Clusters &
Market Drivers

See how assets move in coordinated clusters before prices reflect their causal relations. Spot central nodes that drive system-wide shifts and get early warnings when familiar structures start to break.

Map Causal
Relationships

Understand what's moving the market, and what it will likely move next.
Trace volatility, macro pressure, or policy shocks through asset networks using intuitive a cause-effect graph.

Forecasts & Historical
Analysis

Incorporate structural changes directly into your forecasting logic. Backtest evolving inter-asset relationships to surface persistent patterns and improve timing allocation and decisions.

Zonthur's Forecasting Signals

Clarity

Every signal Zonthur provides is rooted in a direct cause-and-effect relationship, so you are not just looking at patterns but at what is actually moving the market. This level of clarity means more confident and strategic decisions.

Performance Tracking

Evaluate signals by how they perform across different regimes. Know what works, when, and why. This lets you gauge how much weight to place on each signal and apply it with precision.

High Signal Quality

We prioritize quality over quantity. Only signals with strong structural backing surface, so you focus on fewer, stronger decisions.

Data & Infrastructure

Streamline Data Processing and Infrastructure Costs

With our data pipelines you can reduce the costs with processing large volumes of market data. Our infrastructure is designed to handle network analytics, so you can focus on analysis rather than technical overhead.

Optimize Analysis with Tailored Machine Learning Models

Leverage our specialized Machine Learning models. Whether you're applying these models to our datasets or integrating them with your own, you can extract deep insights from complex asset relationships and enhance the accuracy of your analysis.

Research

Collaborate with our specialized team to augment your in-house research efforts. Our experts in Complex Adaptive Systems, Graph Theory, Agent-Based Modeling, and Cellular Automata work alongside you to refine your analytical approaches.

This collaboration goes beyond theoretical exploration. We focus on practical applications, ensuring that the insights and models developed during our partnership are seamlessly integrated into your workflow.

FAQ

Is Zonthur yet another AI/ML model?
No, Zonthur isn’t just another AI/ML model - it’s a specialized network analytics platform that leverages causal relationships to provide forecasts for different time horizons. It goes beyond traditional machine learning by focusing on how assets influence each other over time through transparent, interpretable networks rather than black-box predictions. Users can configure the parameters of the trading signals generated from the forecasts to match their fund's style, objectives, and restrictions. 

By transparent and interpretable we mean that users can see and configure and backtest Zonthur's daily trading signals (buy, sell, neutral), analyze the distribution of forecasts that underlie the signals, see how the causal relationships that produce such forecasts have performed over time, and how they aggregate as a network.
Do Zonthur's trading signals make money?
  • Zonthur trading signals can be adjusted by each user to align with his/her objectives, style, trading horizon, risk apetite, etc. but the default values are a good baseline.
  • Zonthur provides a backtesting framework to understand the historical performance of the configured trading signals and allows to export both signals and the associated position entries/exits tested so users can validate them with other backtesting systems.
  • Like any model generated signals, their profitability depends on market conditions, your trading strategy, and execution - past performance isn’t a guaranteed predictor of future results. We recommend integrating them with your own risk management and testing them in your specific context to optimize outcomes.
Is this an add-on or a replacement?
An add-on. Zonthur does not replace order management systems, traditional research platforms, portfolio or risk management systems. Our causal inference methodology and network analytics provide an alternative and complementary perspective of the markets that is valuable in trading, portfolio construction, and risk management.
How easily can we push Zonthur outputs into Excel, Python, or our risk systems?
All our trading signals, forecasts, and other data can be exported as CSV, Excel, and downloaded from our fully documented REST API.
Is this another platform that takes months to get comfortable with?
Zonthur was built for market practitioners, not academics.
  • In the first day you'll be able to quickly configure profitable trading signals and know how to trade them right away on a daily basis.
  • In the first week you'll understand how the underlying causal relationships work and to interpret their distribution. It's valuable when Zonthur's signals disagree with other signals you follow.
  • In the first month you'll know how to analyse broader the network metrics. It's valuable to explore regime and structural changes.
Why, how and when would a Portfolio Manager use Zonthur?
  • Why? Zonthur helps your team understand how global market shifts change the performance drivers of your portfolio, ensuring better diversification and risk management.
  • How? Log in to explore which assets and indicators are the key causal drivers of the assets in your portfolio. Use the network view to analyze second and third order effects and leverage saved workspaces to align strategies with your team effortlessly.
  • When? Use it daily to monitor market dynamics, during major economic events to adjust portfolios, or before strategic reviews to optimize your investment decisions.
Why, how and when would a Trader use Zonthur?
  • Why? Zonthur delivers unique trading signals driven by causal network effects, helping you stand out with sharper performance and either reinforce or challenge your existing signals for better decision-making.
  • How? Log in daily to review pre-configured, backtested buy/sell/neutral signals tailored to your traded assets, or dive deeper into the transparent causal network forecasts—Zonthur isn’t a black box—to refine your strategies with clear insights.
  • When? Use it daily to monitor signals across various holding periods and asset classes, ensuring you’re ready to act on opportunities or shifts in markets like equities, forex, commodities, or crypto.
Why, how and when would a Risk Management use Zonthur?
  • Why? Zonthur helps you build a diversified risk profile by analyzing causal drivers rather than just correlations, ensuring your portfolio is resilient to unexpected market shocks and enhancing overall financial stability.
  • How? Log in daily to explore the Network Graph to map diverse causal drivers across assets, use the Causal Relations Distribution Chart to identify key risk influencers, and apply the Timeline to test diversification strategies under past conditions—saving workspaces to align with your team on risk adjustments.
  • When? Use it daily to monitor evolving causal risks, and during portfolio rebalancing or stress-testing periods to refine diversification and prepare for regulatory or market volatility events.
Why, how and when would a Financial Researcher use Zonthur?
  • Why? Zonthur uncovers causal relationships driving asset performance, giving you a competitive edge by validating your research hypotheses and enriching your daily insights with deeper market context for weekly reports.
  • How? Log in daily to explore the Causal Relations Distribution Chart for consensus on asset shifts, dive into the Network Graph to trace complex market dynamics, or use the Timeline to test historical patterns - saving workspaces to refine your analysis and share findings with your team seamlessly.
  • When? Use it daily to spot emerging trends for timely insights, and weekly to cross-check hypotheses against causal data during economic releases or before finalizing detailed research papers.

Elevate Your Investment Strategy

Zonthur's advanced analytics tools help you take your investment research to the next level. Gain strategic insights and see complex market dynamics with ease.

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Looking for Expert Insights Instead?

If you're seeking strategic guidance rather than tools, Zonthur Research offers tailored insights powered by our proprietary network analytics. Discover how our research helps you navigate market complexity, align your strategies, and uncover hidden risks.

Read Our Research

Use Cases

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