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This report is based on an independent survey of 252 senior data leaders running Apache Iceberg in production across analytics, AI, and multi-engine environments. The research focuses on operational maturity, reliability, cost dynamics, and performance at scale—not vendor preferences.
You can access the report using the link below.


What to look for as you read:

Why many teams underestimate operational risk after migration
How operational maturity correlates with performance stability
Which usage patterns are associated with fewer incidents at scale
