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Chief Data Officer: A Role Under Construction

Data is hot: As the world contemplates the fallout from the Edward Snowden scandal-Snowden, a National Security Agency (NSA) IT contractor, leaked details of the NSA's surveillance and data-collection program-individuals, companies and even countries have been confronted with issues surrounding the sensitivity and power of data. It has taken some time for the financial services industry to accept the importance of having a sound data management strategy, but now firms seem to have realized that

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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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