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Why Data Quality Isn’t Always What the Textbook Says It Is

The standard taxonomy for data quality – accuracy, completeness, consistency, timeliness, point-in-time integrity, lineage – is easy to find in any vendor deck or industry guide. It is also increasingly beside the point. What the institutional buy side actually measures, and what it cares about when money is on the line, diverges sharply from that…

The Case for Multimodal Macro: Toward a New Standard for Economic Measurement

Institutional investors still anchor macro trading decisions to government economic releases. But the data infrastructure behind those releases is eroding. For example, the US Bureau of Labor Statistics, which runs the surveys underpinning some of the most market-moving numbers in the world, has seen the response rate on its Job-openings and Labor Turnover (JOLTS survey)…

Alt Data’s New Competitive Edge: From Discovery to Synthesis

Has the alternative data industry crossed a maturity threshold? The competitive advantage has migrated from simply having access to novel datasets to building superior frameworks for combining them, and AI is the engine driving that shift. But as a panel of senior practitioners made clear at the recent A-Team/Eagle Alpha Alternative Data Conference in New…

Business Conduct Data in Demand as Risk Exposure Rises in a Complex World

Business conduct data is becoming more important to financial institutions as the risk of exposure to damaging incidents increases. A new survey of more than 500 C-suite risk leaders by RepRisk – a provider of data on business conduct risks faced by financial and other industries – found that four-fifths expect business conduct risk data…

Why Good Data Still Doesn’t Get Licensed: What Breaks Trials and What Fixes Them

The alternative data industry has a conversion problem. Vendors offer trials expecting them to sell themselves. Buy-side firms accept trials with genuine intent but competing priorities. The result is a gap between a promising evaluation and a signed contract where deals routinely die, often for reasons that have nothing to do with the quality of…

Taiwan’s Retail Alpha Layer: How CMoney Is Packaging Behavioural Signals for Global Investors

Taiwan’s stock market has climbed to seventh in the world by market capitalisation – up from seventeenth just a few years ago – and now sits at roughly US$3.4 trillion. Taiwan Semiconductor Manufacturing Company (TSMC) alone is among the ten largest public companies on the planet. Global fund allocations are rising in lockstep with the…

Introducing Market & Alt Data Insight: Advancing the Industrialisation of Data in Financial Markets

Financial markets are entering a new phase in the evolution of data. Data has always underpinned trading and investment workflows. What has changed is the scale, diversity and strategic management of that data across the enterprise. Traditional market data, alternative signals, derived datasets and AI-generated features now sit on the same operational continuum. The strategic…