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..8a5a1d2f3
--- /dev/null
+++ b/etc/kayobe/ansible/deploy-radosgw-usage-exporter.yml
@@ -0,0 +1,68 @@
+---
+- name: Deploy RADOS gateway usage exporter
+  hosts: monitoring
+  gather_facts: false
+  vars:
+    venv: "{{ virtualenv_path }}/openstack"
+  tasks:
+    - name: Check ec2 credential for admin
+      command: >
+        {{ venv }}/bin/openstack
+        ec2 credentials list --user admin
+        --format json
+      environment: "{{ openstack_auth_env }}"
+      delegate_to: localhost
+      register: credential_check
+      run_once: true
+      when: stackhpc_enable_radosgw_usage_exporter
+
+    - name: Create ec2 credential if there's none
+      command: >
+        {{ venv }}/bin/openstack
+        ec2 credentials create --user admin
+        --format json
+      environment: "{{ openstack_auth_env }}"
+      delegate_to: localhost
+      run_once: true
+      when:
+        - "{{ credential_check.stdout == [] }}"
+        - stackhpc_enable_radosgw_usage_exporter
+
+    - name: Query ec2 credential for admin
+      command: >
+        {{ venv }}/bin/openstack
+        ec2 credentials list --user admin
+        --format json
+      environment: "{{ openstack_auth_env }}"
+      delegate_to: localhost
+      register: credential
+      run_once: true
+      when: stackhpc_enable_radosgw_usage_exporter
+
+    - name: Get object storage endpoint
+      command: >
+        {{ venv }}/bin/openstack
+        endpoint list --service object-store --interface internal
+        --format json
+      environment: "{{ openstack_auth_env }}"
+      delegate_to: localhost
+      register: endpoint
+      run_once: true
+      when: stackhpc_enable_radosgw_usage_exporter
+
+    - name: Ensure radosgw_usage_exporter container is running
+      community.docker.docker_container:
+        name: radosgw_usage_exporter
+        image: ghcr.io/stackhpc/radosgw_usage_exporter:0.1.0
+        network_mode: host
+        env:
+          RADOSGW_SERVER: "{{ radosgw_server }}"
+          ADMIN_ENTRY: admin
+          ACCESS_KEY: "{{ ec2.Access }}"
+          SECRET_KEY: "{{ ec2.Secret }}"
+      vars:
+        ec2: "{{ credential.stdout | from_json | first }}"
+        host: "{{ endpoint.stdout | from_json | first }}"
+        radosgw_server: "{{ host.URL | regex_replace('(https?://)([^:/]+):([0-9]+)/.*', '\\1\\2:\\3') }}" # Drop Swift api address
+      become: true
+      when: stackhpc_enable_radosgw_usage_exporter
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 e8e0bb91f..18a625ca6 100644
--- a/etc/kayobe/stackhpc-monitoring.yml
+++ b/etc/kayobe/stackhpc-monitoring.yml
@@ -20,6 +20,12 @@ alertmanager_warn_network_bond_single_link: true
 # targets being templated during deployment.
 stackhpc_enable_os_capacity: true
 
+# Whether the RADOS gateway usage exporter is enabled.
+# Enabling this will result in templating radosge_usage_exporter endpoint as
+# Prometheus scrape targets during deployment.
+stackhpc_enable_radosgw_usage_exporter: false
+stackhpc_radosgw_usage_exporter_port: 9242
+
 # Whether TLS certificate verification is enabled for the OpenStack Capacity
 # exporter during Keystone authentication.
 stackhpc_os_capacity_openstack_verify: true