Exclusive: Unravel Data launches autonomous optimization engine for Databricks, Snowflake and BigQuery
Unravel Data Systems Inc. is expanding beyond observability and FinOps software with a new autonomous optimization engine designed to automatically tune and remediate enterprise data platforms running on Databricks Inc., Snowflake Inc. and Google LLC BigQuery platforms.
The Palo Alto-based company today unveiled Arvix AI, an agentic artificial intelligence system embedded within the Unravel platform that analyzes workloads, rewrites code, optimizes infrastructure configurations and validates changes before deployment. The company said the technology reflects a broader industry shift from recommendation engines and dashboards toward autonomous operational systems.
“When you have humans making changes, you can only do so many fixes or improvements on these apps and platforms every day,” said co-founder and Chief Executive Kunal Agarwal. “Arvix AI is an agentic system inside of Unravel that builds off of decades worth of telemetry data to turn views and insights into action.”
Unravel Data noted that enterprises face escalating costs associated with cloud-based data and AI infrastructure, with complexity magnified by the need to run workloads across multiple platforms such as Databricks, Snowflake and BigQuery, while also expanding access to analytics beyond engineering teams.
