databricks-optimization
(2)
Keebo
Keebo is an AI company that autonomously lowers the cost of running cloud data warehouses on Snowflake and Databricks. Its patented Data Learning technology continuously monitors production workloads and applies real-time tuning - warehouse rightsizing, query routing and auto-scaling - while guarding performance with multi-layer SLAs. Customers report average verified savings around 27%, with some cutting Snowflake bills by 50% or more, and pricing is success-based so fees track the savings delivered.
Espresso AI
Espresso AI is a New York-based startup that uses large language models and machine learning to automatically cut cloud data-warehouse bills. Founded in 2023 by three former Googlers, it markets a 'neural optimizer' - a set of AI agents that autoscale, schedule and rewrite SQL on platforms like Snowflake and Databricks, promising up to ~70% cost savings without changing query results. The company emerged from stealth in May 2024 with $11M in seed funding from Nat Friedman, Daniel Gross and FirstMark.