Market & Alt Data Insight Consumer, Transaction & Sentiment Data The latest content from across the platform
Selling the Proof, Not the Data
For most of the past decade, a vendor specialising in natural-language processing (NLP) could sell a hedge fund something it could not easily make for itself. Sentiment scored from news, filings and earnings calls, provided as a clean feed, mapped to individual stocks and timestamped for point-in-time use. The work of pulling that signal out…
A-Team Group Announces Capital Markets Technology APAC Awards 2026 Winners and Launches ‘State of the Market’ Report
A-Team Group today announced the highly anticipated winners of the Capital Markets Technology APAC Awards 2026. These prestigious awards celebrate the most innovative solution providers and financial institutions that are reshaping the capital markets technology landscape across the dynamic Asia Pacific region. In conjunction with the awards, A-Team Group has also launched the “State of…
Institutions Are Already in Prediction Markets – As Data Consumers, Not Traders
The framing around institutional prediction markets assumes a gap that needs bridging: the markets exist, institutions are circling, and what stands between them is a stretch of missing infrastructure – clearing, margin, prime brokerage and surveillance. Build the scaffolding, the assumption runs, and the institutions follow. A panel at A-Team Group’s recent TradingTech Summit New…
How Much Hedge Fund Alpha Is Lost Before the Model Even Runs?
How often is a hedge fund’s apparent model failure actually a data failure in disguise? A model that stops working. A backtest that does not replicate. A risk number that needs explaining. How to tell one from the other – before reaching for the model first – was the recurring question of an hour-long discussion…
Are Firms Hunting Alpha Outside While Deleting It at Home?
A trading firm will pay for 15 years of price history from a market data vendor and, on a parallel housekeeping schedule, purge its own order flow, client activity and system logs after five to seven. The vendor history is treated as an asset worth a recurring licence fee. The firm’s own data – generated…
Prediction Market Data: The Questions Institutional Buyers Still Cannot Answer
Are prediction markets arriving in institutional workflows faster than the industry has worked out what it is buying? The valuations are real. The distribution deals are real. The research interest is real. What is not settled is a set of questions sitting underneath the adoption story – and a closing fireside session at the recent…
Is the Real Value of Intraday Alternative Data in Risk, Not Alpha?
Intraday alternative data has long been the preserve of high-frequency and systematic desks, where speed provides an edge. But ask practitioners what decision it actually changes for a discretionary book, and the answer is rarely about generating a new trade, it is more about testing the one already on. Sizing, conviction and the risk sitting…
Bloomberg Names Apptopia Its Flagship Mobile Data Source, Extending a Curated Alt Data Model
Bloomberg has named Apptopia its flagship mobile app data provider, making it the designated mobile source across 2,000 tickers on the alternative data platform that sits on the Terminal. The choice extends a model Bloomberg has been building for months: curating the alternative data that reaches Terminal users rather than simply aggregating it. The terms…
When Correlation Breaks: Why Crowding, Not Macro, Is Testing Quant Models
In February 2025, Goldman Sachs told clients the US equity market had become a stock-picker’s market: 74% of the typical S&P 500 stock’s return was being driven by company-specific factors rather than macro forces, against a 20-year average of 58%, and the bank expected that micro-driven environment to persist. Within weeks, sweeping tariff announcements had…
Scraping at Scale: Where AI Actually Helps, and Where It Doesn’t Yet
“AI web scraping that doesn’t break” was the title given to a fireside chat at the recent A-Team/Eagle Alpha Alternative Data Conference London – a phrasing that is, on its own terms, aspirational. Pipelines that self-maintain through site changes, schema drift and content shifts remain a destination rather than a current reality, and the session…