diff --git a/README.md b/README.md
index d715fbabd..57d55086d 100644
--- a/README.md
+++ b/README.md
@@ -118,6 +118,7 @@ Only the latest version gets security updates. We won't support older versions.
   * `AWS/QuickSight` - QuickSight (Business Intelligence)
   * `AWS/RDS` - Relational Database Service
   * `AWS/Redshift` - Redshift Database
+  * `AWS/Redshift-Serverless` - Redshift Serverless
   * `AWS/Route53` - Route53 Health Checks
   * `AWS/Route53Resolver` - Route53 Resolver
   * `AWS/RUM` - Real User Monitoring
diff --git a/examples/redshift-serverless.yml b/examples/redshift-serverless.yml
new file mode 100644
index 000000000..e06919fd4
--- /dev/null
+++ b/examples/redshift-serverless.yml
@@ -0,0 +1,21 @@
+apiVersion: v1alpha1
+discovery:
+  jobs:
+    - type: AWS/Redshift-Serverless
+      regions:
+        - us-east-1
+      period: 300
+      length: 300
+      metrics:
+        - name: DatabaseConnections
+          statistics: [Average]
+        - name: ComputeCapacity
+          statistics: [Average]
+        - name: QueryRuntimeBreakdown
+          statistics: [Average]
+        - name: QueriesRunning
+          statistics: [Average]
+        - name: QueriesQueued
+          statistics: [Average]
+        - name: QueryDuration
+          statistics: [Average]
diff --git a/pkg/config/services.go b/pkg/config/services.go
index 3361e72fe..d79cc2a27 100644
--- a/pkg/config/services.go
+++ b/pkg/config/services.go
@@ -760,6 +760,14 @@ var SupportedServices = serviceConfigs{
 			regexp.MustCompile(":cluster:(?P<ClusterIdentifier>[^/]+)"),
 		},
 	},
+	{
+		Namespace: "AWS/Redshift-Serverless",
+		Alias:     "redshift",
+		ResourceFilters: []*string{
+			aws.String("redshift-serverless:workgroup"),
+			aws.String("redshift-serverless:namespace"),
+		},
+	},
 	{
 		Namespace: "AWS/Route53Resolver",
 		Alias:     "route53-resolver",
diff --git a/pkg/job/maxdimassociator/associator_redshift_serverless_test.go b/pkg/job/maxdimassociator/associator_redshift_serverless_test.go
new file mode 100644
index 000000000..646fa7283
--- /dev/null
+++ b/pkg/job/maxdimassociator/associator_redshift_serverless_test.go
@@ -0,0 +1,81 @@
+// Copyright 2024 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+package maxdimassociator
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus-community/yet-another-cloudwatch-exporter/pkg/config"
+	"github.com/prometheus-community/yet-another-cloudwatch-exporter/pkg/logging"
+	"github.com/prometheus-community/yet-another-cloudwatch-exporter/pkg/model"
+)
+
+var workgroup = &model.TaggedResource{
+	ARN:       "arn:aws:redshift-serverless:us-east-1:123456789012:workgroup/my-workgroup1",
+	Namespace: "AWS/Redshift-Serverless",
+}
+
+var namespace = &model.TaggedResource{
+	ARN:       "arn:aws:redshift-serverless:us-east-1:123456789012:namespace/my-namespace1",
+	Namespace: "AWS/Redshift-Serverless",
+}
+
+var redshiftResources = []*model.TaggedResource{
+	workgroup,
+	namespace,
+}
+
+func TestAssociatorRedshiftServerless(t *testing.T) {
+	type args struct {
+		dimensionRegexps []model.DimensionsRegexp
+		resources        []*model.TaggedResource
+		metric           *model.Metric
+	}
+
+	type testCase struct {
+		name             string
+		args             args
+		expectedSkip     bool
+		expectedResource *model.TaggedResource
+	}
+
+	testcases := []testCase{
+		{
+			name: "should not match nor skip with any workgroup none ARN dimension",
+			args: args{
+				dimensionRegexps: config.SupportedServices.GetService("AWS/Redshift-Serverless").ToModelDimensionsRegexp(),
+				resources:        redshiftResources,
+				metric: &model.Metric{
+					MetricName: "ComputeSeconds",
+					Namespace:  "AWS/Redshift-Serverless",
+					Dimensions: []model.Dimension{
+						{Name: "ResourceArn", Value: "my-nonexistant-workgroup-test1"},
+					},
+				},
+			},
+			expectedSkip:     false,
+			expectedResource: nil,
+		},
+	}
+
+	for _, tc := range testcases {
+		t.Run(tc.name, func(t *testing.T) {
+			associator := NewAssociator(logging.NewNopLogger(), tc.args.dimensionRegexps, tc.args.resources)
+			res, skip := associator.AssociateMetricToResource(tc.args.metric)
+			require.Equal(t, tc.expectedSkip, skip)
+			require.Equal(t, tc.expectedResource, res)
+		})
+	}
+}