diff --git a/Frontend/src/components/analytics/DataFreshnessIndicator.tsx b/Frontend/src/components/analytics/DataFreshnessIndicator.tsx
new file mode 100644
index 00000000..ac0d92dc
--- /dev/null
+++ b/Frontend/src/components/analytics/DataFreshnessIndicator.tsx
@@ -0,0 +1,31 @@
+import React from 'react';
+
+export interface DataFreshnessIndicatorProps {
+  lastUpdated?: string;
+  isRefreshing?: boolean;
+  onRefresh?: () => void;
+}
+
+export const DataFreshnessIndicator: React.FC<DataFreshnessIndicatorProps> = ({
+  lastUpdated = 'Just now',
+  isRefreshing = false,
+  onRefresh,
+}) => {
+  return (
+    <div className="flex items-center gap-3 px-3 py-1.5 bg-gray-50 dark:bg-gray-800 border border-gray-200 dark:border-gray-700 rounded-full text-xs">
+      <span className="flex items-center gap-1.5 text-gray-600 dark:text-gray-300">
+        <span className="w-2 h-2 rounded-full bg-emerald-500 animate-pulse" />
+        Synced {lastUpdated}
+      </span>
+      <button
+        onClick={onRefresh}
+        disabled={isRefreshing}
+        className="text-indigo-600 dark:text-indigo-400 hover:underline disabled:opacity-50"
+      >
+        {isRefreshing ? 'Refreshing...' : 'Refresh'}
+      </button>
+    </div>
+  );
+};
+
+export default DataFreshnessIndicator;
diff --git a/Frontend/src/components/analytics/SparklineKpiCard.tsx b/Frontend/src/components/analytics/SparklineKpiCard.tsx
new file mode 100644
index 00000000..c44864ee
--- /dev/null
+++ b/Frontend/src/components/analytics/SparklineKpiCard.tsx
@@ -0,0 +1,45 @@
+import React from 'react';
+
+export interface SparklineKpiCardProps {
+  title: string;
+  value: string | number;
+  trend: number[]; // Array of numeric points
+  changePercent?: number;
+}
+
+export const SparklineKpiCard: React.FC<SparklineKpiCardProps> = ({
+  title,
+  value,
+  trend = [10, 20, 15, 30, 25, 40],
+  changePercent = 12.5,
+}) => {
+  const min = Math.min(...trend);
+  const max = Math.max(...trend, 1);
+  const points = trend.map((val, idx) => {
+    const x = (idx / (trend.length - 1)) * 100;
+    const y = 30 - ((val - min) / (max - min)) * 25;
+    return `${x},${y}`;
+  }).join(' ');
+
+  return (
+    <div className="p-4 bg-white dark:bg-gray-900 rounded-lg border border-gray-200 dark:border-gray-800">
+      <p className="text-xs text-gray-500 mb-1">{title}</p>
+      <div className="flex items-baseline justify-between mb-2">
+        <span className="text-xl font-bold text-gray-900 dark:text-gray-100">{value}</span>
+        <span className={`text-xs font-semibold ${changePercent >= 0 ? 'text-emerald-500' : 'text-rose-500'}`}>
+          {changePercent >= 0 ? '+' : ''}{changePercent}%
+        </span>
+      </div>
+      <svg className="w-full h-8 overflow-visible" viewBox="0 0 100 30">
+        <polyline
+          fill="none"
+          stroke="#6366f1"
+          strokeWidth="2"
+          points={points}
+        />
+      </svg>
+    </div>
+  );
+};
+
+export default SparklineKpiCard;