Unravel Data Launches Autonomous AI Optimization Engine

Unravel Data Systems has unveiled Arvix AI, an agentic system embedded in its platform that autonomously tunes and remediates enterprise data workloads on Databricks, Snowflake and BigQuery. The tool analyzes workloads, rewrites code, optimizes infrastructure and validates changes before deployment, without requiring manual engineer intervention. Unlike conventional recommendation engines that still require human action, Arvix AI continuously hunts for optimization opportunities using a decade of telemetry data and a context graph mapping enterprise-wide dependencies. The system includes safety features allowing automatic rollbacks and customizable autonomy levels. It is included in Unravel's existing platform at no additional cost.