https://community.esri.com/t5/arcgis-dashboards-ideas/ai-based-anomaly-detection-in-arcgis-dashboards/idi-p/1674895 <P>Description:<BR />Integrate machine learning-based anomaly detection for time-series data in dashboards, highlighting outliers or unusual spikes automatically.</P><P>Justification:<BR />Many operational dashboards show KPIs but lack contextual intelligence. AI-based pattern recognition adds proactive insight.</P><P>Impact:<BR />Early detection of anomalies improves decision-making for utilities, logistics, and public safety.</P> Thu, 25 Dec 2025 19:02:53 GMT VenkataKondepati 2025-12-25T19:02:53Z https://community.esri.com/t5/arcgis-dashboards-ideas/ai-based-anomaly-detection-in-arcgis-dashboards/idi-p/1674895 <P>Description:<BR />Integrate machine learning-based anomaly detection for time-series data in dashboards, highlighting outliers or unusual spikes automatically.</P><P>Justification:<BR />Many operational dashboards show KPIs but lack contextual intelligence. AI-based pattern recognition adds proactive insight.</P><P>Impact:<BR />Early detection of anomalies improves decision-making for utilities, logistics, and public safety.</P> Thu, 25 Dec 2025 19:02:53 GMT https://community.esri.com/t5/arcgis-dashboards-ideas/ai-based-anomaly-detection-in-arcgis-dashboards/idi-p/1674895 VenkataKondepati 2025-12-25T19:02:53Z