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VMSI™ Institutional Market Intelligence Report — FORCE-12.2 Institutional Edition Week

Supply and demand is the primary factor driving the price of stocks. Other factors, such as major financial news, natural disasters, investor reaction to company financials, or pricing speculation, can cause large price fluctuations.

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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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What Markets Don’t See: Why Markets Discount Physics and Intelligence

By Matthew Krumholz | VICA Partners The Core Error Markets, even at their most sophisticated, remain anchored in what is ...
VMSI INDEX

Quiet Confidence: VMSI Signals Institutions Are Moving First

VICA Partners | July 31, 2025, VICA Research — Volatility & Market Sentiment Index (VMSI©) “Institutional positioning continued to build ...
VMSI INDEX

Cyclicals Lead, Hedging Slows, VMSI Signals Institutional Confidence Growing

July 24, 2025 | VICA Research — Volatility & Market Sentiment Index |  VICA Partners’ VMSI© (Volatility & Market Sentiment ...
VMSI INDEX

Housing Market: Late-Cycle Strain, Repricing Likely by 2026

Sources: National Association of REALTORS®, BLS, VMSI The U.S. housing market is showing clear late-cycle characteristics. Prices remain elevated, yet ...

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The Persistence Premium

VMSI™ Institutional Market Intelligence Report — FORCE-12.2 Institutional Edition Week

VMSI INDEX

The Persistence Premium

VMSI™ Institutional Market Intelligence Report — FORCE-12.2 Institutional Edition Week Ending October 23, 2025 The Persistence Premium Liquidity Buys Time ...
VMSI INDEX

The Calm Holds — Credit Is the Fuse

VMSI™ Institutional Market Intelligence Report — FORCE-12.2 Institutional Edition. Week Ending October 16 2025 The Calm Holds — Credit Is ...
VMSI INDEX

Liquidity Rules, Credit Waits — The Calm Before Convexity

VMSI™ Institutional Market Intelligence Report — FORCE-12 Institutional Edition Week Ending October 9 2025 Theme: Liquidity Rules, Credit Waits — ...
VMSI INDEX

Continuation Until Credit Breaks

VMSI: Continuation Until Credit Breaks — Credit/CRE now the hinge (59.3) VMSI Institutional Market Intelligence Report – Week Ending October ...