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Unlocking semantics for AI: How Mercedes-Benz Korea built trusted “Talk to Data” at scale

Databricks Blog · Jun 11, 2026 · Engineering Insights

Mercedes-Benz Korea built a trusted, scalable natural-language 'Talk to Data' capability on Databricks by adding a semantic layer.

A Databricks customer case study describes how Mercedes-Benz Korea operationalized natural-language querying over enterprise data by unlocking semantics to make answers trustworthy at scale. It illustrates the broader enterprise trend of semantic layers being the missing ingredient for reliable text-to-data/BI assistants, but as a single vendor-blog case study it is a moderate rather than critical industry signal.

talk-to-data semantic-layer databricks natural-language-query enterprise-ai

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