Chaos Genius is an open-source autonomous agent platform designed to optimize data and AI costs, with a primary focus on Snowflake and Databricks. It helps enterprises automatically understand, monitor, and optimize cloud data expenses, serving as an alternative to tools like AWS Lookout, Anodot, Sisu Data, and Outlier.
Key Features:
- Autonomous Agents: AI-driven agents handle warehouse and cluster tuning.
- Cost Visibility & Insights: Tracks spending across warehouses, clusters, queries, jobs, and users.
- Instance Tuning: Optimizes cluster and warehouse sizing for better utilization.
- Workload Tuning: Tunes queries and Spark jobs to reduce compute costs.
- Database Optimization: Cleans up unused data to reduce storage costs.
- Alerts & Reporting: Provides alerts and reports on cost spikes and inefficiencies.
Use Cases:
- Snowflake Cost Optimization: Automates the optimization of Snowflake credits.
- Databricks Cost Optimization: Reduces Databricks costs through automated tuning.
- Cloud FinOps: Provides tools for cloud cost monitoring and optimization.
- DataOps Observability: Offers observability into data operations to identify cost-saving opportunities.
