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As AI Lowers the Bar for Alternative Data, Where Does the Edge Move Next?

Alternative data has spent much of the past decade moving from the margins of investment research towards the mainstream. Now, artificial intelligence is accelerating that process, making datasets easier to discover, evaluate, process and combine while allowing investment teams to tackle sources that would previously have required considerable engineering resources. But that creates a new...


Top Blogs

Dakota Q&A: From Fund Raiser to Private Market Data Specialist

Two decades since its formation, Dakota has transformed its business from raising capital to providing private market participants with data and tech services. It’s history is one of nimble adaptation and being able to divine the growing needs of a booming yet often opaque corner of the financial sector. Company President Rob Robertson spoke to...

MSCI’s First Street Acquisition to Fill Climate Risk Gap for Investors

Data, ratings and analytics giant MSCI is betting its latest acquisition will enable investors to close the gap between perceived climate risks to their physical assets and disclosures about the impacts that severe weather is actually having on them. First Street’s global data feeds use environmental, geospatial and satellite technology to detail the vulnerabilities of...

BMLL Adds Kalshi Data as Prediction Markets Move Deeper into Institutional Workflows

BMLL, the market data and analytics provider, has added historical prediction market data from Kalshi to its global market data platform, giving quantitative and systematic investment firms a standardised dataset for incorporating event probabilities into macro research, backtesting and trading models. Under the partnership announced today, Kalshi’s historical order book will be normalised into the...

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Featured

FEATURED WEBINAR

Upcoming Webinar: Generative and Agentic AI in Financial Markets: What the Data Really Shows

Date: 15 October 2026 Time: 10:00am ET / 3:00pm London / 4:00pm CET Duration: 50 minutes Artificial intelligence is reshaping financial markets – but the reality on the ground is more nuanced, more uneven, and more instructive than the headlines suggest. A new A-Team Insight research programme, drawing on responses from senior AI decision-makers at…

FEATURED EVENT

Eagle Alpha Alternative Data Conference, Fall, New York, hosted by A-Team Group

Now in its 8th year, the Eagle Alpha Alternative Data Conference managed by A-Team Group, is the premier content forum and networking event for investment firms and hedge funds.

FEATURED GUIDE

Alternative Data in Capital Markets Handbook 2026

Alternative data adoption in capital markets has moved into a more disciplined phase. Simply possessing a dataset is no longer a differentiator – the priority now is how data is sourced, synthesised and deployed, and how quickly granular, disaggregated signals can be turned into validated, decision-ready insight. The 2026 edition of the Alternative Data in…

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Top White Papers

From noise to knowledge: why financial AI needs trusted news

Decisions in financial markets are increasingly shaped by machines. Yet the information feeding those decisions is arriving in unprecedented volume, velocity and variety. As a result, the true differentiator is no longer access to more content, but access to news that is trusted, relevant and correct to the moment in time. With AI rapidly becoming...

Using AI for rapid access to robust, accurate and usable insights: How AI is unlocking data value for optimal trading and investment decisions

Traders and investment managers need to have confidence in the data sets they use to make faster, smarter decisions. After initial reticence, they are now finding that AI can help unlock hidden value in datasets, by augmenting workflows and offering unprecedented degrees of personalisation. With AI-enabled data discovery and visualisation, market participants can enjoy superior,...

Valuing Hard-to-Price Securities in Volatile Markets

Valuing hard-to-price securities has long been a complex endeavour for asset managers and institutional investment firms, particularly for OTC instruments and illiquid assets. This challenge is amplified in volatile markets, where obtaining direct, observable prices becomes even more difficult, making accurate valuations a significant issue with serious consequences. To address this, the use of reliable,...

Events and webinars

Upcoming Webinar: From Monolith to Modular: Architecting Equity Trading Platforms for 24/5 and Beyond

Date: 14 October 2026 Time: 10:00am ET / 3:00pm London / 4:00pm CET Duration: 50 minutes Equities markets are entering a more distributed, always-on phase. Liquidity is fragmenting across venues and geographies, trading hours are extending toward 24/5 and beyond, and market data volumes, investor expectations and competitive pressure are all rising at once. Many...

Upcoming Webinar: Generative and Agentic AI in Financial Markets: What the Data Really Shows

Date: 15 October 2026 Time: 10:00am ET / 3:00pm London / 4:00pm CET Duration: 50 minutes Artificial intelligence is reshaping financial markets – but the reality on the ground is more nuanced, more uneven, and more instructive than the headlines suggest. A new A-Team Insight research programme, drawing on responses from senior AI decision-makers at...

Eagle Alpha Alternative Data Conference, Spring, New York, hosted by A-Team Group

Now in its 9th year, the Eagle Alpha Alternative Data Conference managed by A-Team Group, is the premier content forum and networking event for investment firms and hedge funds.

Find out more

Awards

Market & Alt Data Insight Awards – USA

Building on our expansion into the alternative data market, A-Team Group is proud to be launching a new awards program. These awards will recognize and celebrate the industry’s most innovative providers and services, spotlighting excellence in this rapidly evolving space.

 

Upcoming events

Upcoming webinars

Guides

  • Alternative Data in Capital Markets Handbook 2026

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  • AI in Capital Markets Handbook 2026

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