Unlocking hidden financial networks for smarter investing
AI-powered insights into corporate ties, capital flows, and market signals—see what others miss.
Navigating uncertainty
For Investors
Uncover hidden alpha
The global economy is a vast, interconnected network of transactions that traditional financial models struggle to fully capture. Investors face blind spots in understanding how capital flows, which entities hold true financial influence, and where hidden risks or opportunities lie.
For Policymakers
Steering a complex system
Navigating the complexities of a globally connected economy requires data-driven insights. Policymakers need to understand intricate financial relationships and potential ripple effects to drive sustainable growth and prevent crises.
Illuminating the hidden connections
Redgraphs provides a unique, data-driven lens into the interconnected economy. Our platform leverages proprietary AI algorithms to analyze the intricate network of financial relationships between companies, revealing hidden connections and emerging trends that traditional data sources miss. We estimate hidden money flows and build a comprehensive map of the intercompany network, empowering you to:
Uncover hidden dependencies
Identify critical relationships and potential vulnerabilities within the network, allowing you to anticipate market shifts and manage risk more effectively.
Predict emerging trends
Capitalize on emerging opportunities before they become mainstream by understanding the dynamics of the intercompany network and identifying leading indicators.
Assess systemic risk
Gain a deeper understanding of interconnected risks and potential contagion effects, enabling you to build more resilient portfolios and inform policy decisions.
From relationship data to a fully characterized network
The RedGraphs advantage: More than just relationship line items
Identify hidden investment opportunities before the market
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Traditional datasets provide relationship lists—RedGraphs quantifies and ranks financial influence.
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Pinpoint high-impact capital flows that signal early investment opportunities.
Unmatched coverage & depth across the financial ecosystem
- Broader, deeper, and more granular data at the relationship, regional, and source levels.
- Multi-source data aggregation ensures no missing links in the economic network.
Real-time, AI-driven insights with human-verified accuracy
- While traditional platforms lag, RedGraphs delivers real-time, dynamic network updates.
- AI-powered relationship mapping combined with human-in-the-loop verification ensures unmatched accuracy.
Predict market shifts & assess financial influence with scenario modeling
- Model economic scenarios and assess financial influence across entire ecosystems.
- Perform what-if analyses to anticipate market shifts before they happen.
Quantify the strength & magnitude of financial relationships
- Go beyond who is connected—understand how much that connection matters.
- Weighted capital flow analytics reveal economic impact, dependency risks, and money movement trends.
Why thought leaders choose RedGraphs
Hedge Fund Manager (Quant Investing)
RedGraphs has transformed how we analyze capital flows. The network metrics helped us uncover hidden relationships that drive market movements, giving us a true quantitative edge in portfolio optimization.
Senior Portfolio Manager
Multi-Billion Dollar Hedge Fund
Fundamental Investor (Long-Term Strategy)
Before RedGraphs, understanding the financial influence of a company within its network was nearly impossible. Now, we can clearly see supply chain risks, capital dependencies, and hidden opportunities, allowing us to make more informed, high-conviction investments
Lead Equity Analyst
Global Asset Management Firm
Asset Manager
Understanding how companies are interconnected is crucial for risk-adjusted returns. RedGraphs helps us track supplier dependencies, financial linkages, and economic influence, allowing us to make smarter asset allocation decisions
Head of Research
Global Asset Management Firm
Quantitative Analyst (Factor & Risk Modeling)
The network-driven insights from RedGraphs have become an essential factor in our multi-factor models. It enables us to quantify systemic risk, predict capital shifts, and optimize portfolio exposures with greater precision
Senior Quantitative Analyst
Systematic Investment Fund
Quantitative Investing
Fundamental Strategy
Unlock Alpha with Customer-Supplier Momentum
RedGraphs enhances traditional momentum strategies by analyzing stock performance across supply chain relationships. Instead of looking solely at a company’s past returns, the strategy considers the stock movements of its customers and suppliers to predict future performance.
• Customer Momentum: If a company’s customers are performing well, the company itself is likely to benefit, leading to potential stock gains.
• Supplier Momentum: While less direct, strong supplier performance can indicate improved efficiencies or product quality, potentially boosting customer stock prices.
• Results: A one-month lagged customer momentum strategy delivered a Sharpe Ratio of 1.07 and an annualized CAPM alpha of 6.7%, with positive returns persisting over six- and twelve-month periods.
By leveraging RedGraphs, investors can uncover unique alpha-generating opportunities that traditional momentum strategies overlook.
Fundamental Network Strategy
Traditional fundamental investing relies on financial metrics such as P/E ratios, revenue growth, and profitability to assess a company’s value. However, capital flows and financial relationships between companies provide a deeper layer of insight often overlooked in conventional analysis.
This strategy leverages network analytics from RedGraphs to identify companies that are strategically important within the financial ecosystem.
By analyzing capital flow connectivity, this approach uncovers hidden investment opportunities that may benefit from indirect financial relationships.
The following sections provide a detailed breakdown of the strategy, including key network metrics, portfolio construction, backtesting results, and actionable insights for investors.
How Redgraphs Works
Data Ingestion
We gather vast amounts of financial data from diverse sources, including public filings, company financials, and proprietary datasets.
Network Mapping
Our AI-driven platform identifies hidden connections and financial flows.
Patented Estimation
Our models estimate missing financial flows with high accuracy, providing a complete picture.
Insight Delivery
We provide actionable insights for smarter investment strategies.
Inside the Expanding Business Network
700,000
Companies
2 Million
Financial Links
12
Network Metrics
217
Countries
74
Industries
20+
Years of History
Resources
How Supply Chain Shifts Shape Investment Decisions: Lessons from GM
The key insight? Companies that proactively adjust their supply networks in response to policy changes, economic shifts, and competitive pressures tend to build resilience and long-term stability—a critical factor for investors assessing risk and opportunity.
Read the Blog
How Tariffs Reshaped Supply Chains: A Network Analysis Perspective
The last Trump administration’s tariff policies triggered structural changes in global supply chains, with targeted firms adjusting significantly more than their non-targeted counterparts.
Read our Latest Analysis
Who Uses RedGraphs
Quantitative Investors
Uncover patterns in financial relationships to optimize trading strategies.
Fundamental Analysts
Gain deeper insights into corporate influence and supply chains.
Economic & Policy Experts
Understand macroeconomic trends through inter-company networks.
How do you start? Easy.
Get a data sample
We’ve created data samples consisting of sections of our entire database. If you are unsure whether Redgraphs is right for you, you can quickly see for yourself.
Chat with us
Once you see the value of Redgraphs, you can book a call to discuss your needs, how Redgraphs can meet them, and sign you up for a 30-day trial.
Integrate your data
With full access, you can download the latest data and receive daily updates. If you get stuck, our detailed guides will help you finish the job.
Start Gaining an Edge Today
Financial relationships don’t exist in isolation, yet traditional analysis treats them that way. Missing data, disconnected insights, and hidden dependencies create blind spots in decision-making. RedGraphs changes the game by using AI to map and predict these unseen connections—turning uncertainty into intelligence.