diff --git a/etc/kayobe/ansible/deploy-radosgw-usage-exporter.yml b/etc/kayobe/ansible/deploy-radosgw-usage-exporter.yml
new file mode 100644
index 000000000..df8340419
--- /dev/null
+++ b/etc/kayobe/ansible/deploy-radosgw-usage-exporter.yml
@@ -0,0 +1,151 @@
+---
+- name: Deploy RADOS gateway usage exporter
+  hosts: monitoring
+  gather_facts: false
+  tags: radosgw_usage_exporter
+  vars:
+    venv: "{{ virtualenv_path }}/openstack"
+  tasks:
+    - name: Deploy RADOS gateway usage exporter
+      when: stackhpc_enable_radosgw_usage_exporter
+      block:
+        - name: Set up openstack cli virtualenv
+          ansible.builtin.pip:
+            virtualenv: "{{ venv }}"
+            virtualenv_command: "/usr/bin/python3 -m venv"
+            name:
+              - python-openstackclient
+            state: latest
+            extra_args: "{% if pip_upper_constraints_file %}-c {{ pip_upper_constraints_file }}{% endif %}"
+          run_once: true
+          delegate_to: "{{ groups['controllers'][0] }}"
+          vars:
+            ansible_host: "{{ hostvars[groups['controllers'][0]].ansible_host }}"
+
+        - name: Read admin-openrc credential file
+          ansible.builtin.command:
+            cmd: "cat {{ lookup('ansible.builtin.env', 'KOLLA_CONFIG_PATH') }}/admin-openrc.sh"
+          delegate_to: localhost
+          register: credential
+          changed_when: false
+
+        - name: Set facts for admin credentials
+          ansible.builtin.set_fact:
+            openstack_auth_env:
+              OS_PROJECT_DOMAIN_NAME: "{{ credential.stdout_lines | select('match', '.*OS_PROJECT_DOMAIN_NAME*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_USER_DOMAIN_NAME: "{{ credential.stdout_lines | select('match', '.*OS_USER_DOMAIN_NAME*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_PROJECT_NAME: "{{ credential.stdout_lines | select('match', '.*OS_PROJECT_NAME*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_USERNAME: "{{ credential.stdout_lines | select('match', '.*OS_USERNAME*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_PASSWORD: "{{ credential.stdout_lines | select('match', '.*OS_PASSWORD*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_AUTH_URL: "{{ credential.stdout_lines | select('match', '.*OS_AUTH_URL*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_INTERFACE: "{{ credential.stdout_lines | select('match', '.*OS_INTERFACE*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_IDENTITY_API_VERSION: "{{ credential.stdout_lines | select('match', '.*OS_IDENTITY_API_VERSION*.') | first | split('=') | last | replace(\"'\", '') }}"
+              OS_CACERT: "{{ '/etc/ssl/certs/ca-certificates.crt' if os_distribution == 'ubuntu' else '/etc/pki/tls/certs/ca-bundle.crt' }}"
+
+        - name: Check ec2 credential for ceph_rgw
+          ansible.builtin.command: >
+            {{ venv }}/bin/openstack
+            ec2 credentials list --user ceph_rgw
+            --format json
+          environment: "{{ openstack_auth_env }}"
+          register: credential_check
+          delegate_to: "{{ groups['controllers'][0] }}"
+          changed_when: false
+          vars:
+            ansible_host: "{{ hostvars[groups['controllers'][0]].ansible_host }}"
+          run_once: true
+
+        - name: Create ec2 credential if there's none
+          ansible.builtin.command: >
+            {{ venv }}/bin/openstack
+            ec2 credentials create --user ceph_rgw --project service
+            --format json
+          environment: "{{ openstack_auth_env }}"
+          delegate_to: "{{ groups['controllers'][0] }}"
+          changed_when: true
+          vars:
+            ansible_host: "{{ hostvars[groups['controllers'][0]].ansible_host }}"
+          run_once: true
+          when: credential_check.stdout == []
+
+        - name: Query ec2 credential for ceph_rgw
+          ansible.builtin.command: >
+            {{ venv }}/bin/openstack
+            ec2 credentials list --user ceph_rgw
+            --format json
+          environment: "{{ openstack_auth_env }}"
+          delegate_to: "{{ groups['controllers'][0] }}"
+          changed_when: false
+          vars:
+            ansible_host: "{{ hostvars[groups['controllers'][0]].ansible_host }}"
+          register: credential
+          run_once: true
+
+        - name: Get object storage endpoint
+          ansible.builtin.command: >
+            {{ venv }}/bin/openstack
+            endpoint list --service object-store --interface internal
+            --format json
+          environment: "{{ openstack_auth_env }}"
+          delegate_to: "{{ groups['controllers'][0] }}"
+          changed_when: false
+          vars:
+            ansible_host: "{{ hostvars[groups['controllers'][0]].ansible_host }}"
+          register: endpoint
+          run_once: true
+
+        - name: Process object storage endpoint
+          ansible.builtin.set_fact:
+            radosgw_server: "{{ scheme + '://' + hostname + ':' + radosgw_port }}"
+          vars:
+            swift: "{{ endpoint.stdout | from_json | first }}"
+            hostname: "{{ swift.URL | urlsplit('hostname') }}"
+            scheme: "{{ swift.URL | urlsplit('scheme') }}"
+            radosgw_port: "{{ swift.URL | urlsplit('port') }}"
+          run_once: true
+
+        - name: Ensure radosgw_usage_exporter container is running
+          community.docker.docker_container:
+            name: radosgw_usage_exporter
+            image: ghcr.io/stackhpc/radosgw_usage_exporter:v0.1.1
+            network_mode: host
+            env:
+              RADOSGW_SERVER: "{{ radosgw_server }}"
+              ADMIN_ENTRY: admin
+              ACCESS_KEY: "{{ ec2.Access }}"
+              SECRET_KEY: "{{ ec2.Secret }}"
+              VIRTUAL_PORT: "{{ stackhpc_radosgw_usage_exporter_port | string }}"
+            entrypoint: "{{ ['python', '-u', './radosgw_usage_exporter.py', '--insecure'] if not stackhpc_radosgw_usage_exporter_verify else omit }}"
+          vars:
+            ec2: "{{ credential.stdout | from_json | first }}"
+          become: true
+
+        - name: Ensure that the internal TLS certificate is trusted by the exporter
+          when: stackhpc_radosgw_usage_exporter_cacert | length > 0
+          block:
+            - name: Create radosgw-usage-exporter directory
+              ansible.builtin.file:
+                path: /opt/kayobe/radosgw-usage-exporter/
+                state: directory
+                mode: 0755
+
+            - name: Copy CA certificate to RADOS gateway usage exporter nodes
+              ansible.builtin.copy:
+                src: "{{ stackhpc_radosgw_usage_exporter_cacert }}"
+                dest: "/opt/kayobe/radosgw-usage-exporter/{{ stackhpc_radosgw_usage_exporter_cacert | basename }}"
+                mode: 0644
+              register: copy_to_node_result
+
+            - name: Copy CA certificate to RADOS gateway usage exporter container
+              community.docker.docker_container_copy_into:
+                container: radosgw_usage_exporter
+                path: "{{ copy_to_node_result.dest }}"
+                container_path: "/usr/local/share/ca-certificates/{{ copy_to_node_result.dest | basename }}"
+              become: true
+
+            - name: Update CA certificate of RADOS gateway usage exporter container
+              community.docker.docker_container_exec:
+                container: radosgw_usage_exporter
+                command: update-ca-certificates
+                user: root
+              become: true
diff --git a/etc/kayobe/hooks/overcloud-service-deploy/post.d/deploy-radosgw-usage-exporter.yml b/etc/kayobe/hooks/overcloud-service-deploy/post.d/deploy-radosgw-usage-exporter.yml
new file mode 120000
index 000000000..3d939329a
--- /dev/null
+++ b/etc/kayobe/hooks/overcloud-service-deploy/post.d/deploy-radosgw-usage-exporter.yml
@@ -0,0 +1 @@
+../../../ansible/deploy-radosgw-usage-exporter.yml
\ No newline at end of file
diff --git a/etc/kayobe/kolla/config/prometheus/prometheus.yml.d/80-radosgw-exporter.yml b/etc/kayobe/kolla/config/prometheus/prometheus.yml.d/80-radosgw-exporter.yml
new file mode 100644
index 000000000..304736a80
--- /dev/null
+++ b/etc/kayobe/kolla/config/prometheus/prometheus.yml.d/80-radosgw-exporter.yml
@@ -0,0 +1,21 @@
+# yamllint disable-file
+---
+{% if stackhpc_enable_radosgw_usage_exporter | bool %}
+{% raw %}
+scrape_configs:
+  - job_name: ceph_radosgw_usage_exporter
+    honor_labels: true
+    scrape_interval: 15s
+    metric_relabel_configs:
+    - replacement: ${1}
+      source_labels: [owner,user]
+      target_label: tenant_id
+      separator: ""
+      regex: (.+)
+    static_configs:
+      - targets:
+      {% for host in groups['monitoring'] %}
+        - "{{ 'api' | kolla_address(host) | put_address_in_context('url') }}:{% endraw %}{{ stackhpc_radosgw_usage_exporter_port }}{% raw %}"
+      {% endfor %}
+{% endraw %}
+{% endif %}
diff --git a/etc/kayobe/stackhpc-monitoring.yml b/etc/kayobe/stackhpc-monitoring.yml
index e2377a13e..3e9fb107e 100644
--- a/etc/kayobe/stackhpc-monitoring.yml
+++ b/etc/kayobe/stackhpc-monitoring.yml
@@ -53,3 +53,19 @@ redfish_exporter_default_password: "{{ ipmi_password }}"
 redfish_exporter_target_address: "{{ ipmi_address }}"
 
 ###############################################################################
+
+# Whether the RADOS gateway usage exporter is enabled.
+# Enabling this will result in templating radosgw_usage_exporter endpoint as
+# Prometheus scrape targets during deployment.
+stackhpc_enable_radosgw_usage_exporter: false
+
+# Port to expose RADOS gateway usage exporter. Default is 9242
+stackhpc_radosgw_usage_exporter_port: 9242
+
+# Path to a certificate for internal TLS in the RADOS gateway usage exporter.
+stackhpc_radosgw_usage_exporter_cacert: ""
+
+# Whether TLS certificate verification is enabled for the RADOS gateway usage
+# exporter for querying Ceph RADOS gateway APIs. Default follows the condition
+# of kolla_enable_tls_internal
+stackhpc_radosgw_usage_exporter_verify: "{{ kolla_enable_tls_internal }}"
diff --git a/releasenotes/notes/add-radosgw-usage-exporter-support-93d55c544418b05a.yaml b/releasenotes/notes/add-radosgw-usage-exporter-support-93d55c544418b05a.yaml
new file mode 100644
index 000000000..8b6e4d4e3
--- /dev/null
+++ b/releasenotes/notes/add-radosgw-usage-exporter-support-93d55c544418b05a.yaml
@@ -0,0 +1,9 @@
+---
+features:
+  - |
+    Adds RADOS Gateway usage exporter support.
+
+    To deploy the exporter, set the variable ``stackhpc_enable_radosgw_usage_exporter``
+    to true. Then run playbook ``deploy-radosgw-usage-exporter.yml``.
+    A certificate path needs to be set to ``stackhpc_radosgw_usage_exporter_cacert``
+    if internal TLS is enabled.