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About Vica

We are enterprise software and consulting company that specializes in systematic trading using quantitative models derived from mathematical and statistical analysis.

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Our Teams are made up of computer scientists, mathematicians, physicists, signal processing experts and statisticians.

Scalable technological architectures for computation and execution

Petabyte-scale data warehouse to assess statistical probabilities for the direction of securities prices in any given market.

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The VDRT Imperative: Ending Algorithmic Trading’s Greatest Flaw — Market Instability

Key Takeaway: Traditional algorithmic trading models frequently misfire during volatile conditions, generating false signals that add to market instability. The ...
News

VICA Market Sentiment Index (VMSI): Caution Zone Holds as Investors Hedge Against Rising Volatility

VICA Market Sentiment Index (VMSI) Report | Data Through March 20, 2025 March 21, 2025 | VICA Research What is ...
News

Kahneman Was Right: How Fear-Driven Bias Is Creating 2025’s Biggest Market Mistake

 Kahneman’s Theories Aligned with VMSI Framework Introduction: The Psychology Trap: How Investors Are Missing 2025’s Best Opportunities In early 2025, ...
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VICA Market Sentiment Index (VMSI): Defensive Sentiment Strengthens as Market Caution Grows

VICA Market Sentiment Index (VMSI) Report March 13, 2025 | VICA Research Current Market Sentiment VMSI Score: 46.7 (Defensive Sentiment) ...

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Inside the Mechanics of the Market

Week Ahead: March 9, 2026 Executive Takeaway: Markets are repricing risk rather than breaking structure. Equity volatility expanded while Treasury ...
VMSI INDEX

Inside the Mechanics of the Market (Week Ahead: February 9, 2026)

Equities Remain Firm as Volatility Resets Summary: Global risk assets remain resilient despite mixed index performance. U.S. equities are holding ...
News

Measuring Monetary Transmission in a Reflexive, Market-Driven System

Procedural Framework for Policy Assessment in Modern Capital Markets Abstract Traditional monetary policy assessment frameworks rely heavily on realized macroeconomic ...
VMSI INDEX

Inside the Mechanics of the Market (Week Ahead: February 1, 2026)

Week Ahead – Resilient Growth, Policy Pause, and Volatility in Check Summary: The global economy’s resilience and easing inflation have ...