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June 10-11.

Securities Pricing and Market Data Operations Conference. American Banker/Bond Buyer Conferences. Marriott East Side Hotel. New York City. 800-803-3424.

June 11-13.

FIA-FOA International Derivatives Week. Futures Industry Association & Futures and Futures Options Association. Hotel Inter-Continental. London. 44 (0) 171 827 9977

June 12.

Internet Technologies and the Financial Markets: Understanding the Impact and Planning for Change. Waters Information Services. Radisson Marlborough

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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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