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Artificial Intelligence, Real Intel: Data Vendors Make Strides on AI

Data companies are investing in AI and machine learning in a concerted push toward innovations that reveal insights and alpha.

Machine Learning

After largely lagging behind other industries to adopt artificial intelligence (AI) and machine-learning technology, the financial markets are playing catch-up with a vigor that borders on obsession. However, some of the major financial information providers that collect, manage and disseminate massive amounts of information and data have been developing and applying these technologies—though often behind the scenes—for several years.

Over the past two years in particular, there has been a

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M&As, MCPs and why clean data is essential

The Waters Wrap: Financial firms are racing to adopt AI—but the payoff depends on having the right foundations, particularly clean, normalized data, writes Wei‑Shen.

How governance-first architecture stabilizes complex systems

Chetan Patil argues that many transformation projects fail not because of the technology but because of weak data governance. Adopting a governance-first discipline early (and building speed, resiliency, and credibility over time) is best.

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