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definity for Databricks

Observability and optimization for Databricks and Spark pipelines: job auto-tuning, routing jobs between classic and serverless, and data quality monitoring.

definity deploys through a Databricks init script and service principal, covers classic and serverless compute, and can test code changes in CI for cost and runtime regressions.

Category
Data and pipeline observability with cost features
Clouds
AWS Azure GCP
Pricing
Not published on the vendor's site
Website
definity.ai ↗
Databricks page
Databricks support ↗
Verified on

Independent listing, not an endorsement. DBU Watch hasn't tested this product and wasn't paid to list it. Details were verified on the vendor's own website on October 16, 2026. Pricing and cloud support are shown only where publicly stated. Spot something wrong? Let us know.

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