Data Warehouse Modernization

Data Warehouse Modernization is moving from experiment to operating layer. Most programs fail because they optimize for demos instead of outcomes.

What works

• Start with low-risk, high-value workflows
• Use production data, not synthetic demos
• Create operator runbooks and escalation paths
• Review model behavior weekly

Outcome

With strong governance, data warehouse modernization becomes reliable infrastructure.

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