Pipeline Brief

Snowflake

Cloud data platform with separated storage and compute

About Snowflake

Snowflake is a fully managed cloud data platform with auto-scaling separated storage and compute. Supports SQL analytics, data sharing, Snowpark (Python/Java/Scala), and Cortex AI. ~$60B market cap, 9,100+ accounts using AI features.

Best for

Best for SQL-first analytics teams wanting managed, high-concurrency cloud warehousing

Pros & Cons

Pros

  • Zero-maintenance with instant elasticity
  • Multi-cloud (AWS, GCP, Azure) with data sharing
  • Strong governance, Cortex AI, and Iceberg support

Cons

  • Consumption pricing can be unpredictable at scale
  • Proprietary storage format (though Iceberg support added)
  • Less suited for heavy ML/streaming workloads than Databricks

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