diff --git a/frontend/src/pages/Dashboard.tsx b/frontend/src/pages/Dashboard.tsx
index 3ded3cd..a282a60 100644
--- a/frontend/src/pages/Dashboard.tsx
+++ b/frontend/src/pages/Dashboard.tsx
@@ -4,7 +4,10 @@ import { ActivityFeed, ActivityItem } from '@/components/shared/ActivityFeed';
 import { DashboardGrid } from '@/components/dashboard/DashboardGrid';
 import { useUnifiedContacts, useAuditLog } from '@/api/hooks';
 import { useDashboardWidgets } from '@/api/dashboard';
+import { useSystemDashboard } from '@/api/systemDashboard';
+import { useAuthStore } from '@/store/authStore';
 import { formatDateTime } from '@/utils/date';
+import { Database, Server, Cpu, DollarSign, Activity, TrendingUp } from 'lucide-react';
 
 export function DashboardPage() {
   const { t } = useTranslation();
@@ -12,6 +15,9 @@ export function DashboardPage() {
   const { data: contactsData } = useUnifiedContacts(1, 1, undefined, 'person');
   const { data: auditData, isError: auditError } = useAuditLog(1, 5);
   const { data: widgetsData, isError: widgetsError } = useDashboardWidgets();
+  const { data: systemData } = useSystemDashboard();
+  const user = useAuthStore((s) => s.user);
+  const isAdmin = user?.is_system_admin ?? false;
 
   const totalCompanies = companiesData?.total ?? 0;
   const totalContacts = contactsData?.total ?? 0;
@@ -72,6 +78,72 @@ export function DashboardPage() {
         />
       </div>
 
+      {/* System Metrics (Admin only) — I-DASH, I-COST, I-USE */}
+      {isAdmin && systemData && (
+        <div className="mb-8">
+          <h2 className="text-lg font-semibold text-secondary-800 mb-4">{t('dashboard.systemMetrics', 'System Status')}</h2>
+          <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-4 gap-4">
+            <div className="border border-secondary-200 rounded-lg p-4 bg-white">
+              <div className="flex items-center gap-2 mb-2">
+                <Database className="w-4 h-4 text-primary-600" />
+                <span className="text-sm font-medium text-secondary-900">Database</span>
+              </div>
+              <p className="text-2xl font-bold text-secondary-900">{systemData.database?.status === 'up' ? '✅' : '❌'}</p>
+              <p className="text-xs text-secondary-500">{systemData.database?.db_size_human || '—'}</p>
+            </div>
+            <div className="border border-secondary-200 rounded-lg p-4 bg-white">
+              <div className="flex items-center gap-2 mb-2">
+                <Server className="w-4 h-4 text-primary-600" />
+                <span className="text-sm font-medium text-secondary-900">Redis</span>
+              </div>
+              <p className="text-2xl font-bold text-secondary-900">{systemData.redis?.status === 'up' ? '✅' : '❌'}</p>
+              <p className="text-xs text-secondary-500">{systemData.redis?.used_memory_human || '—'}</p>
+            </div>
+            <div className="border border-secondary-200 rounded-lg p-4 bg-white">
+              <div className="flex items-center gap-2 mb-2">
+                <Cpu className="w-4 h-4 text-primary-600" />
+                <span className="text-sm font-medium text-secondary-900">Worker</span>
+              </div>
+              <p className="text-2xl font-bold text-secondary-900">{systemData.worker?.status === 'up' ? '✅' : '❌'}</p>
+              <p className="text-xs text-secondary-500">Queue: {systemData.worker?.queue_length ?? '—'}</p>
+            </div>
+            <div className="border border-secondary-200 rounded-lg p-4 bg-white">
+              <div className="flex items-center gap-2 mb-2">
+                <Activity className="w-4 h-4 text-primary-600" />
+                <span className="text-sm font-medium text-secondary-900">API</span>
+              </div>
+              <p className="text-2xl font-bold text-secondary-900">{systemData.api?.total_requests ?? '—'}</p>
+              <p className="text-xs text-secondary-500">Errors: {systemData.api?.error_count ?? 0}</p>
+            </div>
+          </div>
+          {systemData.llm && (
+            <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 gap-4 mt-4">
+              <div className="border border-secondary-200 rounded-lg p-4 bg-white">
+                <div className="flex items-center gap-2 mb-2">
+                  <DollarSign className="w-4 h-4 text-warning-600" />
+                  <span className="text-sm font-medium text-secondary-900">LLM Cost (24h)</span>
+                </div>
+                <p className="text-2xl font-bold text-secondary-900">${systemData.llm.cost_24h?.toFixed(2) ?? '0.00'}</p>
+              </div>
+              <div className="border border-secondary-200 rounded-lg p-4 bg-white">
+                <div className="flex items-center gap-2 mb-2">
+                  <TrendingUp className="w-4 h-4 text-primary-600" />
+                  <span className="text-sm font-medium text-secondary-900">LLM Tokens (24h)</span>
+                </div>
+                <p className="text-2xl font-bold text-secondary-900">{systemData.llm.tokens_24h?.toLocaleString() ?? '0'}</p>
+              </div>
+              <div className="border border-secondary-200 rounded-lg p-4 bg-white">
+                <div className="flex items-center gap-2 mb-2">
+                  <Activity className="w-4 h-4 text-primary-600" />
+                  <span className="text-sm font-medium text-secondary-900">Active Plugins</span>
+                </div>
+                <p className="text-2xl font-bold text-secondary-900">{systemData.plugins?.active_count ?? '—'}</p>
+              </div>
+            </div>
+          )}
+        </div>
+      )}
+
       {/* Dynamic Plugin Widgets */}
       {widgetsError ? (
         <p className="text-sm text-secondary-500 mb-6" data-testid="dashboard-widgets-unavailable">