Home / Themes / Alt & Market Data '24: Market Data
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Theme thesis · 3/5 sections · Tickers 10 with notes · 2 pending
Bull / Bear Details has the investment thesis and bull/bear points. Overview is monitoring guidance (hiring, forums, second-order trends, search keywords, Google Trends, datasets).
The Alt & Market Data theme is propelled by the ubiquitous integration and monetization of AI, the accelerating institutional adoption of digital assets with em
The Alt & Market Data theme is propelled by the ubiquitous integration and monetization of AI, the accelerating institutional adoption of digital assets with emerging regulatory clarity, and the inherent resilience of diversified market infrastructure providers. However, intense competition, the uneven pace of AI operationalization, and fragmented global regulatory landscapes present notable risks.
The pervasive integration of AI, particularly generative and agentic AI, across financial services is driving significant operational efficiencies, cost reductions (up to 20% for successful implementers), and new revenue streams through enhanced products and data insights. By the end of 2026, AI is expected to be nearly ubiquitous, with 89% of financial firms reporting AI-driven revenue lift or cost cuts.
Accelerating institutional adoption of digital assets and tokenization, coupled with increasing regulatory clarity globally, is transforming financial infrastructure. Regulatory frameworks for stablecoins and tokenized securities are emerging, fostering confidence and driving significant institutional allocation (e.g., 59% of institutions planning to increase crypto AUM by over 5% in 2026).
The theme benefits from resilient, diversified financial market infrastructure providers with sticky, often subscription-based, revenue models and strong operating leverage. These companies are expanding market access through new product offerings (e.g., extended trading hours, new derivatives) and geographic reach, capitalizing on long-term secular growth drivers.
The financial data and market infrastructure sectors face escalating competition from both traditional players and Big Tech giants, leading to continuous pressure on pricing and market share. Data asymmetry, where Big Tech firms hold significant data advantages, poses a risk, potentially impacting competition in wholesale markets and making it challenging for financial institutions to develop in-house AI solutions.
Despite widespread AI pilots, the actual operationalization and full monetization of AI solutions in financial services remain uneven. Many generative AI projects are still in pilot phases (95% for generative AI projects in finance), and only a fraction of firms realize significant measurable financial improvements, indicating execution bottlenecks and potential commoditization risks if firms opt for in-house solutions or struggle with integration.
While digital asset regulation is gaining clarity, the broader global regulatory landscape for financial services is experiencing fragmentation, with distinct approaches to AI governance, digital assets, and systemic risk across major regions (US, EU, UK, Asia-Pacific). This divergence can increase compliance costs and operational complexity. Additionally, geopolitical instability (e.g., Iran conflict) can introduce market volatility and directly impact specific segments like energy data.
Discussions on automated trading strategies, market data feeds, and exchange technology.
Quantitative finance research, model development, and alternative data usage.
General market sentiment, discussions on exchange performance, and data provider reliability.
Professional trader insights on derivatives, market microstructure, and data services.
Discussions on AI adoption, LLM applications, and data monetization strategies in financial services.
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Metric/field DGS10 (10-Year Treasury Constant Maturity Rate)
Cadence daily
Why it matters Influences fixed income trading volumes, cost of capital for M&A, and overall market activity for exchange operators and data providers.
Signal to watch Rising rates can increase hedging demand for derivatives but may slow corporate debt issuance; falling rates can stimulate issuance and M&A.
Confidence: high
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Metric/field CPIAUCSL (Consumer Price Index for All Urban Consumers: All Items in U.S. City Average, Seasonally Adjusted)
Cadence monthly
Why it matters Impacts central bank monetary policy, which in turn affects interest rates, market volatility, and investor sentiment, influencing trading and data demand.
Signal to watch Persistent high inflation may lead to tighter monetary policy, potentially increasing volatility and hedging activity.
Confidence: high
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Metric/field GDPC1 (Real Gross Domestic Product)
Cadence quarterly
Why it matters Reflects overall economic health, which correlates with corporate earnings, investment activity, and ultimately, demand for financial data and exchange services.
Signal to watch Sustained GDP growth indicates a healthy economic environment, generally bullish for financial markets and data providers.
Confidence: high
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Metric/field CBOE Volatility Index (VIX)
Cadence daily
Why it matters A key measure of market uncertainty, directly impacting derivatives trading volumes (e.g., Cboe's SPX/VIX options) and demand for risk management tools.
Signal to watch Elevated or rising VIX suggests increased market volatility, typically leading to higher derivatives trading volumes and demand for hedging.
Confidence: high
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Metric/field NCBCB (Net Change in Corporate Bonds Outstanding)
Cadence quarterly
Why it matters Directly impacts the Ratings segment of S&P Global, as higher issuance drives revenue from credit rating services.
Signal to watch Increasing net change in corporate bonds outstanding is bullish for S&P Global's Ratings business.
Confidence: medium
Matchedsimilarweb_website_traffic_engagement · access=file · map_only
Metric/field spglobal.com total visits
Cadence irregular
Why it matters Provides a proxy for interest and engagement with S&P Global's online data and analytics platforms, indicating demand for their services.
Signal to watch Consistent or increasing total visits suggest growing user interest and potential for subscription growth.
Confidence: medium
Matched (medium)engine_advertising_brand_tracking · access=file · map_only
Metric/field Job postings for 'AI Engineer' or 'Data Scientist' at Thomson Reuters
Cadence irregular
Why it matters Indicates the level of investment and strategic focus on AI and data capabilities by key theme members like Thomson Reuters.
Signal to watch A sustained increase in AI/data-related job postings suggests accelerated development and commitment to AI-driven growth.
Confidence: medium
Not in registry
Metric/field Mentions and sentiment for '#Westlaw' or '#CoCounselLegal'
Cadence weekly
Why it matters Gauges real-time public perception, adoption, and discussion around Thomson Reuters' flagship AI-powered legal tech products.
Signal to watch Increasing volume of positive mentions and engagement indicates strong product traction and market acceptance.
Confidence: low
Not in registry
Metric/field Net flows for 'iShares MSCI EAFE ETF (EFA)'
Cadence weekly
Why it matters Directly impacts MSCI's asset-based fees, a significant revenue driver, by reflecting investment in MSCI-indexed products.
Signal to watch Sustained positive net flows indicate continued investor confidence and allocation to MSCI-indexed ETFs.
Confidence: high
Not in registry
Metric/field CFTC rulings on 'perpetual futures' classification
Cadence event_driven
Why it matters Regulatory decisions directly impact the competitive landscape and product offerings for derivatives exchanges like CME Group and Cboe.
Signal to watch Rulings that clarify or restrict perpetual futures could reinforce the competitive moat of traditional exchanges.
Confidence: high
Matchedgartner_it_spending_market_forecasts · access=file · map_only
Metric/field Legal AI software market annual growth rate
Cadence irregular
Why it matters Provides insights into the overall growth trajectory of the legal AI market, which is crucial for Thomson Reuters' AI-driven strategy.
Signal to watch Accelerating market growth rates are bullish for companies like Thomson Reuters investing heavily in legal AI solutions.
Confidence: high
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Metric/field Cboe North American Equities market share (extended hours)
Cadence monthly
Why it matters Directly measures the success and adoption of Cboe's 23x5 trading initiative, indicating potential for increased transaction volumes.
Signal to watch Increasing market share in extended trading hours suggests successful product launch and growing liquidity for Cboe.
Confidence: high
Matched (medium)s_p_global_trade_supply_chain_data · access=file · map_only
Metric/field Global fixed income M&A deal volume
Cadence irregular
Why it matters Influences demand for ICE's fixed income data and trading services, especially after its MarketAxess acquisition, as M&A often drives data consumption.
Signal to watch Rising fixed income M&A deal volume indicates increased activity and potential for ICE's integrated platforms.
Confidence: medium
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Metric/field LSEG.LSE consensus underlying EBITDA margin forecast
Cadence quarterly
Why it matters Tracks analyst expectations for LSEG's operational efficiency and profitability, a key focus for management and investors.
Signal to watch Upward revisions to consensus EBITDA margin forecasts or consistent achievement of high margins are bullish for LSEG.
Confidence: high
Not in registry
Metric/field Euronext Athens IPO volume and capital raised
Cadence quarterly
Why it matters Indicates the success of Euronext's strategy to attract international listings and expand its market presence, particularly in Greece.
Signal to watch Increasing IPO volume and capital raised on Euronext Athens are bullish, demonstrating successful market expansion.
Confidence: high
| Catalyst ID | Estimated Timing | Estimated Date Start | Estimated Date End | Catalyst | Why It Matters | Ticker Or Theme Specific | Transcript Date | Source Type | Catalyst Source |
|---|---|---|---|---|---|---|---|---|---|
| TRI_8afb5f7e | this fall | 2026-09-01 | 2026-11-30 | Introduction of an agentic next-generation version of CoCounsel for tax and audit. | This new offering aims to automate more shoulder activities in tax workflows, addressing acute talent shortages in the CPA space and building on TR's strong position with tax calculation engines. | Ticker | 2026-08-05 | earnings_transcript | TRI (ticker) |
| CBOE_8f53a43d | second half of September, early October launch, pending regulatory approval | 2026-09-16 | 2026-10-31 | SEC approval and launch of company-specific KPI event contracts, initially focusing on 23 actively traded U.S. companies. | This initiative expands Cboe's derivatives offerings into a new, granular market segment, aiming to attract both retail and institutional investors by providing tools to trade and manage risk around individual company performance metrics, potentially driving new revenue streams. | Ticker | 2026-07-31 | earnings_transcript | CBOE (ticker) |
| CME_08b535ec | In the fourth quarter | 2026-10-01 | 2026-12-31 | Launch of Treasury Link to connect U.S. Treasury futures and cash treasury liquidity pools. | This innovation will enable transparent, centralized spread trading with atomic execution, enhancing liquidity and price discovery in the U.S. Treasury market, a core CME asset class. | Ticker | 2026-07-22 | earnings_transcript | CME (ticker) |
| DB1.XETRA_5f51f091 | going live in October | 2026-10-01 | 2026-10-31 | The first module of the European Central Bank's (ECB) wholesale digital currency goes live. | This development will enable the cash leg for digital securities transactions, supporting Clearstream's digital asset infrastructure and further institutional use cases for tokenization. | Theme | 2026-07-23 | earnings_transcript | DB1.XETRA (ticker) |
| DB1.XETRA_57e648e4 | going live in October | 2026-10-01 | 2026-10-31 | Activation of the first module of the ECB's wholesale digital currency. | This development will provide the necessary cash leg for digital securities, supporting Deutsche Börse's digital issuance activities and strengthening Clearstream's position in digital asset infrastructure. | Theme | 2026-07-22 | earnings_transcript | DB1.XETRA (ticker) |
| ENX.PA_e2ba225b | shortly after the 21st of September Go-live | 2026-09-22 | 2026-12-21 | Commencement of first issuer migrations to Euronext's new CSD expansion model. | Initial issuer adoption is vital for validating the commercial viability and value proposition of the new CSD offering, laying the foundation for broader market penetration and revenue ramp-up. | Ticker | 2026-07-30 | earnings_transcript | ENX.PA (ticker) |
| NDAQ_b87f6dd1 | in the fourth quarter | 2026-10-01 | 2026-12-31 | Launch of SEC-approved event options. | This introduces a new product offering in the Market Services division, which has the potential to increase trading volumes and revenue. | Ticker | 2026-07-23 | earnings_transcript | NDAQ (ticker) |
| SPGI_22c9aad2 | later this year | 2026-10-01 | 2026-12-31 | Official launch of CERA Titan, S&P Global Energy's new AI-native platform for upstream data. | This launch expands S&P Global's AI-native offerings in the Energy division, potentially driving new revenue and strengthening its competitive position in upstream data and insights. | Ticker | 2026-07-28 | earnings_transcript | SPGI (ticker) |
| ENX.PA_54f88528 | in November | 2026-11-01 | 2026-11-30 | Euronext to share revised cost guidance, detailing the precise impact of AI-driven efficiency gains. | This will provide critical insight into the financial benefits of AI investments, influencing future profitability, capital allocation decisions, and overall shareholder value. | Ticker | 2026-07-30 | earnings_transcript | ENX.PA (ticker) |
| LSEG.LSE_0b5a31c7 | early December | 2026-12-01 | 2026-12-15 | Deep dive on LSEG's work on the digitalization of market infrastructure. | This event will provide detailed insights into LSEG's strategic progress in digitalizing market infrastructure, potentially revealing new revenue opportunities and competitive advantages in key growth areas like private securities and digital assets. | Ticker | 2026-07-30 | earnings_transcript | LSEG.LSE (ticker) |
| CBOE_63cc0e20 | planned for this December, pending industry readiness | 2026-12-01 | 2026-12-31 | Expansion of cash equities trading to a 23 by five basis, with an eventual goal of 24/7 trading. | This shift aims to provide investors with greater flexibility to manage risk and access liquidity, potentially boosting trading volumes and market share for Cboe's North American equities business. | Ticker | 2026-07-31 | earnings_transcript | CBOE (ticker) |
| NDAQ_3d70883f | on December 6, 2026 | 2026-12-06 | 2026-12-06 | Projected launch of 23/5 trading. | This is a significant market modernization initiative that expands the accessibility of equities to more investors and has the potential to drive increased data demand and trading volumes. | Ticker | 2026-07-23 | earnings_transcript | NDAQ (ticker) |
| MSCI_c7037242 | medium to longer term | 2027-01-01 | 2029-12-31 | MSCI's strategic initiative to transform how clients consume its content by significantly increasing the creation of agentic AI tools, enabling broader and deeper usage. | This fundamental shift in the business model could dramatically redefine client engagement, leading to substantial expansion in content consumption, increased monetization opportunities, and enhanced control over content distribution, driving long-term growth. | Ticker | 2026-04-21 | earnings_transcript | MSCI (ticker) |
| DB1.XETRA_b065348b | beginning of next year | 2027-01-01 | 2027-03-31 | German legislation for private pension reforms (Altus Force and early start pension) becomes effective. | These reforms are crucial steps towards broader capital markets-based savings, positively impacting Deutsche Börse's trading, post-trading, and fund offerings. | Theme | 2026-07-23 | earnings_transcript | DB1.XETRA (ticker) |
| DB1.XETRA_78df9822 | into the first quarter of next year, the start of the public pension scheme support of capital market or capital savings based component. So I think that's very tangible. We'll see the legislation come into effect in the beginning of next year. | 2027-01-01 | 2027-03-31 | Legislation for the capital market-based component of the state pension scheme in Germany becomes effective. | This reform is expected to accelerate higher participation in capital markets, positively impacting Deutsche Börse's trading, post-trading services, and fund offerings. | Theme | 2026-07-22 | earnings_transcript | DB1.XETRA (ticker) |
| DB1.XETRA_c3b07fc3 | first half of '27 | 2027-01-01 | 2027-06-30 | Completion of the Allfunds acquisition, pending required regulatory approvals. | This acquisition is expected to strengthen Deutsche Börse's Fund Services business, capitalizing on structural trends in outsourcing and fund administration, and contributing to sustained growth. | Ticker | 2026-07-23 | earnings_transcript | DB1.XETRA (ticker) |
| ICE_69f7c8ae | early '27 | 2027-01-01 | 2027-03-31 | Commencement of revenue recognition from the sale of Hall 6 capacity within ICE's MAWA data center. | This event signals continued strong demand for ICE's global network and data center infrastructure, directly contributing to recurring revenue growth within the Fixed Income and Data Services segment. | Ticker | 2026-07-30 | earnings_transcript | ICE (ticker) |
| ICE_9c0f9775 | first half of 2027 | 2027-01-01 | 2027-06-30 | Completion of the acquisition of MarketAxess, subject to regulatory approvals and customary closing conditions. | This transaction significantly expands ICE's presence in the global fixed income market, integrating institutional and retail liquidity pools and creating substantial cross-selling opportunities for data and analytics, driving future revenue growth. | Ticker | 2026-07-30 | earnings_transcript | ICE (ticker) |
| NDAQ_d10b6295 | early next year | 2027-01-01 | 2027-03-31 | Launch of a new model for tokenized equities with instantaneous settlement, in partnership with Kraken. | This represents a significant innovation in market structure and digital assets, potentially creating new revenue streams through technology and data services in the evolving digital asset ecosystem. | Ticker | 2026-07-23 | earnings_transcript | NDAQ (ticker) |
6 stories tagged to this theme — Narrative Radar (NewsAPI.ai) and TimBot picks.
