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Lakehouse table formats in 2026: revisit Apache Iceberg, Delta Lake and Apache Hudi before you pick another format

Picture a payments and lending analytics platform in Hyderabad (an invented example, not a real client). Card authorisations and EMI schedules still land in PostgreSQL 16.

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