https://community.esri.com/t5/my-esri-ideas/agentic-data-quality-guardian/idi-p/1677207 <P>Imagine an autonomous agent that continuously monitors GIS layers for schema drift, geometry errors, and topology issues, and either fixes them or flags them based on policy. Today, data quality checks are manual or script-driven; an agent that decides when and how to act would fundamentally improve trust in enterprise GIS data.</P> Sat, 10 Jan 2026 17:09:37 GMT VenkataKondepati 2026-01-10T17:09:37Z https://community.esri.com/t5/my-esri-ideas/agentic-data-quality-guardian/idi-p/1677207 <P>Imagine an autonomous agent that continuously monitors GIS layers for schema drift, geometry errors, and topology issues, and either fixes them or flags them based on policy. Today, data quality checks are manual or script-driven; an agent that decides when and how to act would fundamentally improve trust in enterprise GIS data.</P> Sat, 10 Jan 2026 17:09:37 GMT https://community.esri.com/t5/my-esri-ideas/agentic-data-quality-guardian/idi-p/1677207 VenkataKondepati 2026-01-10T17:09:37Z https://community.esri.com/t5/my-esri-ideas/agentic-data-quality-guardian/idc-p/1677864#M191 <P>Fantastic idea Venkat! This would be great to see incorporated within the platform</P> Wed, 14 Jan 2026 16:09:50 GMT https://community.esri.com/t5/my-esri-ideas/agentic-data-quality-guardian/idc-p/1677864#M191 PaulWilkinson 2026-01-14T16:09:50Z