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Production AI Lessons2025-11-015 min read

Eurowings Search Modernization on Databricks

A case-driven view of improving retrieval quality, latency, and customer self-service in airline digital journeys.

DatabricksSearch PlatformEnterprise AI

Modernizing enterprise search required balancing semantic relevance, response latency, and operational reliability under real customer traffic.

Hybrid retrieval, targeted reranking, and strict evaluation loops allowed the team to improve customer outcomes while controlling response cost and complexity.

The strongest outcome came from treating search as a system-design problem instead of a standalone model problem.

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