diff --git a/internal/component/database_observability/mysql/collector/connection_info.go b/internal/component/database_observability/mysql/collector/connection_info.go
index 329877857e0..0e7f286e003 100644
--- a/internal/component/database_observability/mysql/collector/connection_info.go
+++ b/internal/component/database_observability/mysql/collector/connection_info.go
@@ -16,7 +16,7 @@ const ConnectionInfoName = "connection_info"
 
 var (
 	rdsRegex   = regexp.MustCompile(`(?P<identifier>[^\.]+)\.([^\.]+)\.(?P<region>[^\.]+)\.rds\.amazonaws\.com`)
-	azureRegex = regexp.MustCompile(`(?P<identifier>[^\.]+)\.mysql\.database\.azure\.com`)
+	azureRegex = regexp.MustCompile(`(?P<identifier>[^\.]+)\.(?:privatelink\.)?mysql\.database\.azure\.com`)
 )
 
 type ConnectionInfoArguments struct {
diff --git a/internal/component/database_observability/mysql/collector/connection_info_test.go b/internal/component/database_observability/mysql/collector/connection_info_test.go
index 7b0ba3b576e..48b2573f515 100644
--- a/internal/component/database_observability/mysql/collector/connection_info_test.go
+++ b/internal/component/database_observability/mysql/collector/connection_info_test.go
@@ -74,6 +74,12 @@ func TestConnectionInfo(t *testing.T) {
 			engineVersion:   "8.0.32",
 			expectedMetrics: fmt.Sprintf(baseExpectedMetrics, "products-db", "mysql", "8.0.32", "unknown", "azure", "unknown"),
 		},
+		{
+			name:            "Azure privatelink dsn",
+			dsn:             "user:pass@tcp(products-db.privatelink.mysql.database.azure.com:3306)/schema",
+			engineVersion:   "8.0.32",
+			expectedMetrics: fmt.Sprintf(baseExpectedMetrics, "products-db", "mysql", "8.0.32", "unknown", "azure", "unknown"),
+		},
 	}
 
 	for _, tc := range testCases {
diff --git a/internal/component/database_observability/postgres/collector/connection_info.go b/internal/component/database_observability/postgres/collector/connection_info.go
index 3e1930fac02..f23b078b6bc 100644
--- a/internal/component/database_observability/postgres/collector/connection_info.go
+++ b/internal/component/database_observability/postgres/collector/connection_info.go
@@ -14,7 +14,7 @@ const ConnectionInfoName = "connection_info"
 
 var (
 	rdsRegex   = regexp.MustCompile(`(?P<identifier>[^\.]+)\.([^\.]+)\.(?P<region>[^\.]+)\.rds\.amazonaws\.com`)
-	azureRegex = regexp.MustCompile(`(?P<identifier>[^\.]+)\.postgres\.database\.azure\.com`)
+	azureRegex = regexp.MustCompile(`(?P<identifier>[^\.]+)\.(?:privatelink\.)?postgres\.database\.azure\.com`)
 )
 
 var engineVersionRegex = regexp.MustCompile(`(?P<version>^[1-9]+\.[1-9]+)(?P<suffix>.*)?$`)
diff --git a/internal/component/database_observability/postgres/collector/connection_info_test.go b/internal/component/database_observability/postgres/collector/connection_info_test.go
index bc9a1dcc792..8d7c269d819 100644
--- a/internal/component/database_observability/postgres/collector/connection_info_test.go
+++ b/internal/component/database_observability/postgres/collector/connection_info_test.go
@@ -76,6 +76,12 @@ func TestConnectionInfo(t *testing.T) {
 			engineVersion:   "15.4",
 			expectedMetrics: fmt.Sprintf(baseExpectedMetrics, "products-db", "postgres", "15.4", "unknown", "azure", "unknown"),
 		},
+		{
+			name:            "Azure privatelink dsn",
+			dsn:             "postgres://user:pass@products-db.privatelink.postgres.database.azure.com:5432/mydb",
+			engineVersion:   "15.4",
+			expectedMetrics: fmt.Sprintf(baseExpectedMetrics, "products-db", "postgres", "15.4", "unknown", "azure", "unknown"),
+		},
 	}
 
 	for _, tc := range testCases {