Insight faced rapidly rising Databricks costs, with consumption growing 10% monthly as the business scaled. To control expenses without disrupting operations, Insight piloted Intel Granulate, a SaaS solution that identifies runtime bottlenecks and applies autonomous, continuous app-level optimization. Deployed on one Databricks cluster, the solution required no code changes and quickly proved effective by reducing Databricks cores by 21% and cutting overall cloud, storage, and networking costs by 28%. The optimization lowered compute consumption, enabling Insight to reallocate resources, sustain growth, and maintain financial efficiency.

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