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Climbing the Data Maturity Ladder

Data maturity has become more than a buzz word. For years, firms have struggled to overcome poor data quality challenges, lack of governance and ownership around data. Improving enterprise data management (EDM) strategies has been an uphill struggle. The un-met need to benchmark EDM efforts and the lack of a clear notion of the must-address areas to develop their data strategies and cost control measures, fueled by the credit crunch, are at the heart of the problem. Market participants are now

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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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