topic Copilot for Data Platform Operations - Genie ZeroOps (24 * 7) in Genie Hub https://community.databricks.com/t5/genie-hub/copilot-for-data-platform-operations-genie-zeroops-24-7/m-p/164735#M23 <DIV><STRONG>Databricks Genie ZeroOps</STRONG> is one of the most interesting announcements from <STRONG>Data + AI Summit 2026</STRONG>. It is essentially an <STRONG>AI-powered autonomous DataOps agent</STRONG> built directly into the Databricks platform that continuously monitors your data and AI workloads, diagnoses issues, and proposes fixes automatically.</DIV><DIV><DIV><P>Genie ZeroOps is designed to work in the background 24x7, significantly reducing the operational burden on data engineering teams. Rather than simply alerting teams when issues occur, it proactively:</P><UL><LI><STRONG>Monitors</STRONG> data and AI workloads continuously</LI><LI><STRONG>Detects</STRONG> failures and anomalies</LI><LI><STRONG>Diagnoses</STRONG> the root cause using lineage and observability data</LI><LI><STRONG>Generates remediation recommendations</STRONG></LI><LI><STRONG>Validates fixes in a secure sandbox environment</STRONG></LI><LI><STRONG>Routes changes for human approval before production deployment</STRONG></LI></UL><P><STRONG>High level approach from&nbsp;Reactive Operations to Autonomous Operations.</STRONG></P><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Detect</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Auto RCA</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Auto Fix Generation</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Sandbox Testing</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Human Approval</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>Exciting to get Genie in GA.&nbsp;&nbsp;</SPAN></DIV></DIV></DIV> Mon, 03 Aug 2026 12:06:17 GMT rkhand14_ltm 2026-08-03T12:06:17Z Copilot for Data Platform Operations - Genie ZeroOps (24 * 7) https://community.databricks.com/t5/genie-hub/copilot-for-data-platform-operations-genie-zeroops-24-7/m-p/164735#M23 <DIV><STRONG>Databricks Genie ZeroOps</STRONG> is one of the most interesting announcements from <STRONG>Data + AI Summit 2026</STRONG>. It is essentially an <STRONG>AI-powered autonomous DataOps agent</STRONG> built directly into the Databricks platform that continuously monitors your data and AI workloads, diagnoses issues, and proposes fixes automatically.</DIV><DIV><DIV><P>Genie ZeroOps is designed to work in the background 24x7, significantly reducing the operational burden on data engineering teams. Rather than simply alerting teams when issues occur, it proactively:</P><UL><LI><STRONG>Monitors</STRONG> data and AI workloads continuously</LI><LI><STRONG>Detects</STRONG> failures and anomalies</LI><LI><STRONG>Diagnoses</STRONG> the root cause using lineage and observability data</LI><LI><STRONG>Generates remediation recommendations</STRONG></LI><LI><STRONG>Validates fixes in a secure sandbox environment</STRONG></LI><LI><STRONG>Routes changes for human approval before production deployment</STRONG></LI></UL><P><STRONG>High level approach from&nbsp;Reactive Operations to Autonomous Operations.</STRONG></P><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Detect</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Auto RCA</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Auto Fix Generation</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Sandbox Testing</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; ↓</SPAN></DIV><DIV><SPAN>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Human Approval</SPAN></DIV><DIV>&nbsp;</DIV><DIV><SPAN>Exciting to get Genie in GA.&nbsp;&nbsp;</SPAN></DIV></DIV></DIV> Mon, 03 Aug 2026 12:06:17 GMT https://community.databricks.com/t5/genie-hub/copilot-for-data-platform-operations-genie-zeroops-24-7/m-p/164735#M23 rkhand14_ltm 2026-08-03T12:06:17Z