diff --git a/changelogs/unreleased/rf-remove-group-overview-security-dashboard-feature-flag.yml b/changelogs/unreleased/rf-remove-group-overview-security-dashboard-feature-flag.yml
new file mode 100644
index 0000000000000000000000000000000000000000..f412ba11b91de942b7192192538cb3793ec2b65e
--- /dev/null
+++ b/changelogs/unreleased/rf-remove-group-overview-security-dashboard-feature-flag.yml
@@ -0,0 +1,5 @@
+---
+title: Remove Security Dashboard feature flag
+merge_request: 31820
+author:
+type: other
diff --git a/lib/gitlab/usage_data.rb b/lib/gitlab/usage_data.rb
index 038553c5dd7b35fdeb9c931849c62f6948ada2ed..1542905d2ce805417f87f5615d88b59ba62b9e30 100644
--- a/lib/gitlab/usage_data.rb
+++ b/lib/gitlab/usage_data.rb
@@ -100,9 +100,7 @@ def system_usage_data
           .merge(services_usage)
           .merge(approximate_counts)
         }.tap do |data|
-          if Feature.enabled?(:group_overview_security_dashboard)
-            data[:counts][:user_preferences] = user_preferences_usage
-          end
+          data[:counts][:user_preferences] = user_preferences_usage
         end
       end
       # rubocop: enable CodeReuse/ActiveRecord
diff --git a/spec/lib/gitlab/usage_data_spec.rb b/spec/lib/gitlab/usage_data_spec.rb
index 588c68d1fb0fac2914dccbd963072f7a7fb61103..9bbd9394d572e5be5a478dff2a6ffabbb67dfe6b 100644
--- a/spec/lib/gitlab/usage_data_spec.rb
+++ b/spec/lib/gitlab/usage_data_spec.rb
@@ -154,11 +154,6 @@
       expect(expected_keys - count_data.keys).to be_empty
     end
 
-    it 'does not gather user preferences usage data when the feature is disabled' do
-      stub_feature_flags(group_overview_security_dashboard: false)
-      expect(subject[:counts].keys).not_to include(:user_preferences)
-    end
-
     it 'gathers projects data correctly' do
       count_data = subject[:counts]