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Welcome to Workload Intelligence for Snowflake

What Is Workload Intelligence?​

Keebo Workload Intelligence (KWI) is an observability platform that provides actionable insights and recommendations to optimize Snowflake usage for cost and performance. Workload Intelligence covers the following areas:

Snowflake Spend​

Workload Intelligence provides insights into Snowflake spending over time. Spending breakdowns are available by account, warehouse, queries, and storage. Workload Intelligence generates recommendations on how to decrease and optimize spend.

Warehouses​

Workload Intelligence provides insights into warehouse health and utilization. It generates recommendations on which queries to migrate to balance warehouse workloads.

Queries​

Workload Intelligence identifies wasteful queries. It surfaces the queries that fail the most and cost the most.

Data​

Workload Intelligence provides insights into how an organization uses data stored in Snowflake. It identifies tables that have not been used or read in the past 90 days, helping identify tables that can be archived or removed to optimize storage and performance.

Storage​

Workload Intelligence breaks down Snowflake storage to show which tables cost the most. This information supports refactoring storage strategies and reducing costs.

How Does Workload Intelligence Benefit an Organization?​

Proactive Cost Management​

Workload Intelligence provides detailed insights into current and projected compute costs, enabling proactive cost management. It surfaces overspending on warehouses and identifies failing queries that drive up costs.

Performance Monitoring​

Workload Intelligence tracks warehouse and query health to identify inefficiencies and performance bottlenecks.

Data and Storage Optimization​

Workload Intelligence monitors data usage and storage efficiency to reduce waste across all data assets. It identifies unused data and unnecessary storage.

Intelligent Recommendations​

Workload Intelligence delivers recommendations for optimizing resource allocation, improving performance, and reducing costs based on real-time data.

Who Should Use Workload Intelligence?​

Workload Intelligence is designed for organizations of all sizes that rely on Snowflake for data warehousing and face challenges with:

  • Controlling Snowflake spending and reducing wasted credits through data-driven recommendations
  • Maintaining full observability across all Snowflake accounts, warehouses, queries, and storage in a single platform
  • Improving query and warehouse performance through real-time monitoring and proactive management