Snowflake Announces GA of User-Level Quotas for AI and Compute Spend
Snowflake has made user-level quotas generally available, providing automated, individual spending guardrails for compute and AI services. This enables organizations to grant broad access for AI innovation while proactively managing potential runaway costs from individual processes. The feature offers granular daily and monthly limits, reducing financial risk and management burden for FinOps and platform teams. It covers warehouse compute, Cortex AI functions, agents, and Snowflake CoCo, with management options via SQL, Snowsight UI, or Snowflake CoCo.
- →Automated User-Level Quotas for AI and Compute Spend
- →Proactive Cost Control with Granular Enforcement
- →Comprehensive Coverage and Flexible Management Options
Features (1) ›
- Automated User-Level Quotas for AI and Compute Spend
Snowflake's user-level quotas, now generally available, provide automated, individual spending guardrails. This empowers organizations to foster widespread AI innovation while preventing unforeseen, runaway costs from single processes across both AI services and standard warehouse compute.
Enhancements (1) ›
- Proactive Cost Control with Granular Enforcement
The quotas enable proactive financial risk mitigation through detailed daily and monthly limits, which isolate and contain overspending without disrupting other operations. This system reduces management overhead for FinOps teams via automated blocking and user notifications, while allowing universal self-service access to AI capabilities.
Notes (1) ›
- Comprehensive Coverage and Flexible Management Options
Quotas apply to Snowflake's warehouse compute, Cortex AI functions (like AI_COMPLETE), Cortex Agents, CoWork, and Snowflake CoCo developer assistant credits. Management is flexible, supporting SQL, the Snowsight UI, or Snowflake CoCo, and integrates with existing user tags and SCIM identity providers for seamless enterprise deployment.
https://www.snowflake.com/content/snowflake-site/global/ja/blog/per-user-quotas-ai-generally-available
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