diff --git a/CHANGELOG.next.asciidoc b/CHANGELOG.next.asciidoc
index d4ea1ebaf406..60053a5c393a 100644
--- a/CHANGELOG.next.asciidoc
+++ b/CHANGELOG.next.asciidoc
@@ -130,6 +130,7 @@ https://github.com/elastic/beats/compare/v8.8.1\...main[Check the HEAD diff]
 - Resolve statsd module's prematurely halting of metrics parsing upon encountering an invalid packet. {pull}35075[35075]
 - Fix the gap in fetching forecast API metrics at the end of each month for Azure billing module  {pull}36142[36142]
 - Add option in SQL module to execute queries for all dbs. {pull}35688[35688]
+- Fix Azure Monitor empty metricnamespace. {pull}36295[36295]
 - Fix GCP compute metadata. {pull}36338[36338]
 - Add support for api_key authentication in elasticsearch module  {pull}36274[36274]
 - Add remaining dimensions for azure storage account to make them available for tsdb enablement. {pull}36331[36331]
diff --git a/x-pack/metricbeat/module/azure/monitor_service.go b/x-pack/metricbeat/module/azure/monitor_service.go
index 9196a386c667..823a9cdf22a0 100644
--- a/x-pack/metricbeat/module/azure/monitor_service.go
+++ b/x-pack/metricbeat/module/azure/monitor_service.go
@@ -197,9 +197,13 @@ func (service *MonitorService) GetMetricNamespaces(resourceId string) (armmonito
 
 // GetMetricDefinitions will return all supported metrics based on the resource id and namespace
 func (service *MonitorService) GetMetricDefinitions(resourceId string, namespace string) (armmonitor.MetricDefinitionCollection, error) {
-	pager := service.metricDefinitionClient.NewListPager(resourceId, &armmonitor.MetricDefinitionsClientListOptions{
-		Metricnamespace: &namespace,
-	})
+	opts := &armmonitor.MetricDefinitionsClientListOptions{}
+
+	if namespace != "" {
+		opts.Metricnamespace = &namespace
+	}
+
+	pager := service.metricDefinitionClient.NewListPager(resourceId, opts)
 
 	metricDefinitionCollection := armmonitor.MetricDefinitionCollection{}
 
@@ -246,17 +250,22 @@ func (service *MonitorService) GetMetricValues(resourceId string, namespace stri
 
 		metricNames := strings.Join(metricNames[i:end], ",")
 
-		resp, err := service.metricsClient.List(service.context, resourceId, &armmonitor.MetricsClientListOptions{
-			Aggregation:     &aggregations,
-			Filter:          metricsFilter,
-			Interval:        tg,
-			Metricnames:     &metricNames,
-			Metricnamespace: &namespace,
-			Timespan:        &timespan,
-			Top:             nil,
+		opts := &armmonitor.MetricsClientListOptions{
+			Aggregation: &aggregations,
+			Filter:      metricsFilter,
+			Interval:    tg,
+			Metricnames: &metricNames,
+			Timespan:    &timespan,
+			Top:         nil,
 			// Orderby:         &orderBy,
 			ResultType: &resultTypeData,
-		})
+		}
+
+		if namespace != "" {
+			opts.Metricnamespace = &namespace
+		}
+
+		resp, err := service.metricsClient.List(service.context, resourceId, opts)
 
 		// check for applied charges before returning any errors
 		if resp.Cost != nil && *resp.Cost != 0 {