diff --git a/components/policy-mgt/org.wso2.carbon.policy.mgt.core/src/main/java/org/wso2/carbon/policy/mgt/core/mgt/impl/MonitoringManagerImpl.java b/components/policy-mgt/org.wso2.carbon.policy.mgt.core/src/main/java/org/wso2/carbon/policy/mgt/core/mgt/impl/MonitoringManagerImpl.java
index 54b284dcb22..f4c83d990fb 100644
--- a/components/policy-mgt/org.wso2.carbon.policy.mgt.core/src/main/java/org/wso2/carbon/policy/mgt/core/mgt/impl/MonitoringManagerImpl.java
+++ b/components/policy-mgt/org.wso2.carbon.policy.mgt.core/src/main/java/org/wso2/carbon/policy/mgt/core/mgt/impl/MonitoringManagerImpl.java
@@ -123,6 +123,7 @@ public class MonitoringManagerImpl implements MonitoringManager {
                         if (log.isDebugEnabled()) {
                             log.debug("Compliance status primary key " + complianceData.getId());
                         }
+                        monitoringDAO.deleteNoneComplianceData(complianceData.getId());
                         monitoringDAO.addNonComplianceFeatures(complianceData.getId(), device.getId(),
                                 complianceFeatures);