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Articles / ai-in-trading / AI, Machine Learning Will Drive Market Data Consumption

AI, Machine Learning Will Drive Market Data Consumption

Aug 13, 2026 · Source: google.com · Topic:  ai-in-trading
AI/ML Adoption Rate
80%
Percentage of asset managers viewing AI and ML as key drivers for market data delivery.
Real-Time Data Usage
65%
Percentage of respondents using real-time data throughout the trading day.
Budget Increase Expectation
1% to 5%
Percentage increase in budget spending on market data expected by almost 70% of participants.

§ 01 Executive Snapshot

  • What: Majority of asset managers view AI and ML as crucial for market data consumption.
  • Who: SIX, Crisil Coalition Greenwich, asset managers, wealth managers, and private banks.
  • Why it matters: This trend indicates a significant shift towards technology-driven data consumption in financial markets.

§ 02 Key Developments

  • 80% of asset managers view AI and ML as key drivers of market data delivery in the next two years.
  • 65% of respondents utilize real-time data throughout the trading day, indicating a rise in 24/7 trading.
  • Almost 70% expect a 1% to 5% increase in budget spending on market data.

§ 03 Strategic Context

  • The annual Market Data Study has been tracking trends and challenges in market data consumption for three years, highlighting the growing significance of technology in finance.
  • The increasing reliance on cloud infrastructure for data delivery reflects a broader trend towards scalability and efficiency in financial services.

§ 04 Strategic Implications

  • Immediate consequence includes a shift in how firms receive data, favoring market data vendors over direct-from-source data.
  • Long-term implications suggest that firms prioritizing technological advancements in data delivery will gain a competitive edge in the industry.

§ 05 Risks & Constraints

  • Potential risk includes the need for robust data management practices to ensure data quality and compliance amidst growing regulatory scrutiny.
  • Competition from firms that successfully integrate advanced technologies could pose challenges for those lagging in AI/ML adoption.

§ 06 Watchlist / Forward Signals

  • The upcoming budget cycles and spending trends for 2025 will be critical to watch for signs of continued investment in market data.
  • Future developments in AI and cloud technologies will signal the success or failure of firms in adapting to the evolving market data landscape.
§ 07

Frequently Asked Questions

What percentage of asset managers view AI and ML as important for market data delivery?

80% of asset managers view AI and ML as key drivers of market data delivery in the next two years.

Why is the shift towards technology-driven data consumption significant?

This trend indicates a significant shift towards technology-driven data consumption in financial markets, reflecting the growing importance of AI and ML.

How are firms expected to change their approach to market data?

Firms are expected to favor market data vendors over direct-from-source data as they adapt to new technologies.

When will upcoming budget cycles be critical for market data investment?

The upcoming budget cycles and spending trends for 2025 will be critical to watch for signs of continued investment in market data.

§ 08

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