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What's In A Toolkit? Depends Who You Ask!

THIS WEEK'S LEAD STORIES

The world doesn't work like a PERT chart. If it did, the emergence of digital data feeds would have coincided with a global upgrade to digital trading systems. In the real world, elementized market data is arriving in dribs and drabs and neither page-based information nor the video switch-based systems that distribute it are going away.

In the meantime, users are demanding tools to access, exploit, and distribute digital market data through their existing systems. For many, this means working

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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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