AI, Machine Learning Will Drive Market Data Consumption
⦿ Executive Snapshot
- What: A report highlights AI and machine learning's growing impact on market data consumption among asset managers.
- Who: SIX, Crisil Coalition Greenwich, asset managers, wealth managers, private banks.
- Why it matters: The findings underscore a significant shift in data consumption practices, driven by technological advancements and the need for real-time data in a 24/7 trading environment.
⦿ Key Developments
- 80% of asset managers view AI and ML as key drivers of market data delivery over the next two years.
- 65% of respondents use real-time data throughout the trading day, influenced by the rise of 24/7 trading.
- Almost 70% of participants expect a budget increase of 1% to 5% for market data, particularly in index, risk, regulatory, and crypto data.
- 63% of participants now use public cloud for data connectivity, up from 30% in 2023.
- 53% of respondents believe that cloud will enhance the delivery of streaming data.
⦿ Strategic Context
- The increasing integration of AI and ML in capital markets reflects broader trends toward automation and efficiency in financial operations.
- The shift from direct-from-source data to reliance on market data vendors signifies evolving preferences in data sourcing and delivery models.
⦿ Strategic Implications
- Immediate implications include enhanced data delivery capabilities, enabling firms to make more informed investment decisions and manage risk effectively.
- Long-term, the focus on AI/ML and cloud infrastructure could reshape market data management practices, requiring firms to invest in robust data governance.
⦿ Risks & Constraints
- Potential risks include challenges in data quality and accuracy as firms adapt to new technologies and seek diverse data sources.
- Regulatory complexities may pose obstacles, necessitating firms to develop comprehensive data management practices to navigate compliance effectively.
⦿ Watchlist / Forward Signals
- Future developments in AI/ML applications in market data and cloud infrastructure adoption will be crucial to monitor.
- Increased spending on market data and shifts in data sourcing strategies will signal firms' adaptation to the evolving landscape.
Frequently Asked Questions
What is driving the change in market data consumption?
AI and machine learning are identified as key drivers of market data delivery among asset managers.
Who conducted the report on market data consumption?
The report was conducted by SIX and Crisil Coalition Greenwich, focusing on asset managers, wealth managers, and private banks.
How are asset managers adapting to the 24/7 trading environment?
65% of asset managers use real-time data throughout the trading day to adapt to the demands of a 24/7 trading environment.
What challenges might firms face with the integration of new technologies?
Firms may encounter challenges related to data quality and accuracy, as well as regulatory complexities while adapting to new technologies.
Related Articles
LiteFinance Adds Oil Trading with Perpetual Contracts Tied to Brent and WTI
⦿ Executive Snapshot What: LiteFinance has launched perpetual contracts for trading Brent and WTI cr...
IPC Adds Over 15 US Routes in Build-Out to Support Faster Institutional Execution
⦿ Executive Snapshot What: IPC Systems is expanding its US network infrastructure to support faster ...
“Neobanks Want Trading; We’re the Partner that Delivers It”: CMC Markets’ UK Head
⦿ Executive Snapshot What: CMC Markets is expanding its partnership with neobanks like Revolut to en...
SEC Prepares to Open the Door to Tokenized Stocks: Report
⦿ Executive Snapshot What: The SEC is finalizing a framework to allow tokenized stocks to trade on c...