Conventional FinOps practices (such as manual reviews, quarterly audits, and isolated spreadsheet analysis) cannot keep pace with the real-time nature of modern cloud data platforms like Snowflake, Amazon Redshift, Google BigQuery, and Databricks.
These approaches typically respond too late, overlook hidden cost drivers, and struggle to identify accountable teams or workloads.
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