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What a $3 billion fine reveals about the data architecture problem in financial services

A $3B regulatory fine exposed a deeper issue in financial services: fragmented data architecture. In this blog, Roz King, Chief Architect at LakeFusion, breaks down how data silos create operational and compliance risk and why Master Data Management (MDM) must live natively within Databricks to eliminate blind spots, enable real-time monitoring, and support governed, scalable operations.

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Roz King
March 24, 2026
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Why Interoperability Fails Without a Unified Patient Record

Team LakeFusion
April 3, 2026
Master Data Management (MDM)
Databricks

What a $3 billion fine reveals about the data architecture problem in financial services

Roz King
March 24, 2026
Master Data Management (MDM)
Databricks

Improving operational efficiency in financial services

Team LakeFusion
March 26, 2026
Master Data Management (MDM)
Databricks

Breaking insurance data silos to strengthen risk modeling

Team LakeFusion
March 19, 2026
AI

One customer, many systems: The hidden data risk in Financial services

Team LakeFusion
March 19, 2026
Platform

Better trading decisions start with a governed data foundation

Team LakeFusion
March 19, 2026
Master Data Management (MDM)
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