diff --git a/app/admin/page.tsx b/app/admin/page.tsx
index e9d656e..54137b9 100644
--- a/app/admin/page.tsx
+++ b/app/admin/page.tsx
@@ -1,7 +1,19 @@
-import { CalendarHeart, ImageIcon, MailCheck, UsersRound } from "lucide-react"
+import Link from "next/link"
+import {
+  Camera,
+  CheckCircle2,
+  Clock3,
+  MailCheck,
+  MessageSquareText,
+  TrendingUp,
+  UserRoundCheck,
+  UserRoundX,
+  UsersRound,
+} from "lucide-react"
 
 import { Alert, AlertDescription, AlertTitle } from "@/components/ui/alert"
 import { Badge } from "@/components/ui/badge"
+import { Button } from "@/components/ui/button"
 import {
   Card,
   CardContent,
@@ -9,54 +21,137 @@ import {
   CardHeader,
   CardTitle,
 } from "@/components/ui/card"
+import { Progress } from "@/components/ui/progress"
+import { getAdminDashboardMetrics } from "@/lib/db/queries/dashboard"
 
-const dashboardCards = [
-  {
-    title: "Invitations",
-    value: "—",
-    description: "Guest group management starts in the next milestone.",
-    icon: UsersRound,
-  },
-  {
-    title: "RSVPs",
-    value: "—",
-    description: "Per-member responses will appear here later.",
-    icon: MailCheck,
-  },
-  {
-    title: "Photo uploads",
-    value: "—",
-    description: "MinIO uploads are planned after RSVP interactions.",
-    icon: ImageIcon,
-  },
-]
+export const dynamic = "force-dynamic"
+
+function percentage(value: number, total: number) {
+  if (total <= 0) return 0
+
+  return Math.round((value / total) * 100)
+}
+
+function formatNumber(value: number) {
+  return new Intl.NumberFormat("en").format(value)
+}
+
+export default async function AdminPage() {
+  const metrics = await getAdminDashboardMetrics()
+
+  const attendanceRows = [
+    {
+      label: "Attending",
+      value: metrics.attendingMembers,
+      percent: percentage(metrics.attendingMembers, metrics.totalMembers),
+      className: "bg-emerald-600",
+    },
+    {
+      label: "Declined",
+      value: metrics.declinedMembers,
+      percent: percentage(metrics.declinedMembers, metrics.totalMembers),
+      className: "bg-rose-600",
+    },
+    {
+      label: "Pending",
+      value: metrics.pendingMembers,
+      percent: percentage(metrics.pendingMembers, metrics.totalMembers),
+      className: "bg-amber-500",
+    },
+  ]
+
+  const submittedPercent = percentage(
+    metrics.submittedInvitations,
+    metrics.totalInvitations,
+  )
+  const uploadedPhotoPercent = percentage(metrics.uploadedPhotos, metrics.totalInvitations)
+
+  const metricCards = [
+    {
+      title: "Invitation groups",
+      value: metrics.totalInvitations,
+      description: `${formatNumber(metrics.pendingInvitations)} awaiting RSVP`,
+      icon: UsersRound,
+    },
+    {
+      title: "Invited people",
+      value: metrics.totalMembers,
+      description: "Across all invitation groups",
+      icon: UsersRound,
+    },
+    {
+      title: "Attending",
+      value: metrics.attendingMembers,
+      description: `${percentage(metrics.attendingMembers, metrics.totalMembers)}% of invited people`,
+      icon: UserRoundCheck,
+    },
+    {
+      title: "Declined",
+      value: metrics.declinedMembers,
+      description: `${percentage(metrics.declinedMembers, metrics.totalMembers)}% of invited people`,
+      icon: UserRoundX,
+    },
+    {
+      title: "Pending responses",
+      value: metrics.pendingMembers,
+      description: `${percentage(metrics.pendingMembers, metrics.totalMembers)}% of invited people`,
+      icon: Clock3,
+    },
+    {
+      title: "Submitted RSVPs",
+      value: metrics.submittedInvitations,
+      description: `${submittedPercent}% of invitation groups`,
+      icon: MailCheck,
+    },
+    {
+      title: "Uploaded photos",
+      value: metrics.uploadedPhotos,
+      description: `${uploadedPhotoPercent}% of invitation groups`,
+      icon: Camera,
+    },
+    {
+      title: "Pending toasts",
+      value: metrics.pendingToastRequests,
+      description:
+        metrics.pendingToastRequests > 0 ? "Need review or scheduling" : "No pending toast requests",
+      icon: MessageSquareText,
+    },
+  ]
 
-export default function AdminPage() {
   return (
     <div className="space-y-8">
-      <div className="flex flex-col gap-3 sm:flex-row sm:items-end sm:justify-between">
+      <div className="flex flex-col gap-4 sm:flex-row sm:items-end sm:justify-between">
         <div className="space-y-2">
           <Badge variant="secondary" className="w-fit">
-            Milestone 02
+            Live dashboard
           </Badge>
           <h1 className="text-3xl font-semibold tracking-tight">Admin dashboard</h1>
           <p className="max-w-2xl text-muted-foreground">
-            The protected admin shell is ready. Invitation management will be added
-            in the next milestone.
+            Track invitation groups, RSVP answers, photo uploads, and toast requests.
           </p>
         </div>
+        <div className="flex flex-wrap gap-2">
+          <Button asChild variant="outline">
+            <Link href="/admin/guests">View guest list</Link>
+          </Button>
+          <Button asChild>
+            <Link href="/admin/guests/new">Create invitation</Link>
+          </Button>
+        </div>
       </div>
 
-      <Alert>
-        <CalendarHeart />
-        <AlertTitle>Admin access is protected</AlertTitle>
-        <AlertDescription>
-          Only Google accounts listed in <code>ADMIN_EMAILS</code> can access this area.
-        </AlertDescription>
-      </Alert>
+      {metrics.totalInvitations === 0 ? (
+        <Alert>
+          <UsersRound />
+          <AlertTitle>No invitations yet</AlertTitle>
+          <AlertDescription>
+            Create the first invitation group to start tracking RSVP progress.
+          </AlertDescription>
+        </Alert>
+      ) : null}
 
       <section className="grid gap-4 md:grid-cols-2 xl:grid-cols-4">
-        {dashboardCards.map((card) => {
+        {metricCards.map((card) => {
           const Icon = card.icon
 
           return (
@@ -69,12 +164,82 @@ export default function AdminPage() {
                 <Icon className="size-5 text-muted-foreground" />
               </CardHeader>
               <CardContent>
-                <div className="text-3xl font-semibold">{card.value}</div>
+                <div className="text-3xl font-semibold">{formatNumber(card.value)}</div>
               </CardContent>
             </Card>
           )
         })}
       </section>
+
+      <section className="grid gap-4 lg:grid-cols-2">
+        <Card>
+          <CardHeader>
+            <CardTitle>Attendance overview</CardTitle>
+            <CardDescription>
+              Individual guest answers across all invitation groups.
+            </CardDescription>
+          </CardHeader>
+          <CardContent className="space-y-5">
+            {attendanceRows.map((row) => (
+              <div key={row.label} className="space-y-2">
+                <div className="flex items-center justify-between gap-4 text-sm">
+                  <span className="font-medium">{row.label}</span>
+                  <span className="text-muted-foreground">
+                    {formatNumber(row.value)} / {formatNumber(metrics.totalMembers)} · {row.percent}%
+                  </span>
+                </div>
+                <Progress
+                  value={row.percent}
+                  aria-label={`${row.label} ${row.percent}%`}
+                  className="h-2"
+                  indicatorClassName={row.className}
+                />
+              </div>
+            ))}
+          </CardContent>
+        </Card>
+
+        <Card>
+          <CardHeader>
+            <CardTitle>Invitation responses</CardTitle>
+            <CardDescription>
+              Group-level RSVP submission rate.
+            </CardDescription>
+          </CardHeader>
+          <CardContent className="space-y-6">
+            <div className="space-y-2">
+              <div className="flex items-center justify-between gap-4 text-sm">
+                <span className="font-medium">Submitted groups</span>
+                <span className="text-muted-foreground">
+                  {formatNumber(metrics.submittedInvitations)} / {formatNumber(metrics.totalInvitations)} · {submittedPercent}%
+                </span>
+              </div>
+              <Progress value={submittedPercent} aria-label={`${submittedPercent}% submitted`} />
+            </div>
+
+            <div className="grid gap-3 sm:grid-cols-2">
+              <div className="rounded-lg border p-4">
+                <div className="flex items-center gap-2 text-sm text-muted-foreground">
+                  <CheckCircle2 className="size-4" />
+                  Submitted
+                </div>
+                <p className="mt-2 text-2xl font-semibold">
+                  {formatNumber(metrics.submittedInvitations)}
+                </p>
+              </div>
+              <div className="rounded-lg border p-4">
+                <div className="flex items-center gap-2 text-sm text-muted-foreground">
+                  <TrendingUp className="size-4" />
+                  Awaiting RSVP
+                </div>
+                <p className="mt-2 text-2xl font-semibold">
+                  {formatNumber(metrics.pendingInvitations)}
+                </p>
+              </div>
+            </div>
+          </CardContent>
+        </Card>
+      </section>
     </div>
   )
 }
diff --git a/components/ui/progress.tsx b/components/ui/progress.tsx
new file mode 100644
index 0000000..4f5b492
--- /dev/null
+++ b/components/ui/progress.tsx
@@ -0,0 +1,31 @@
+"use client"
+
+import * as React from "react"
+import { Progress as ProgressPrimitive } from "radix-ui"
+
+import { cn } from "@/lib/utils"
+
+function Progress({
+  className,
+  indicatorClassName,
+  value,
+  ...props
+}: React.ComponentProps<typeof ProgressPrimitive.Root> & {
+  indicatorClassName?: string
+}) {
+  return (
+    <ProgressPrimitive.Root
+      data-slot="progress"
+      className={cn("relative h-2 w-full overflow-hidden rounded-full bg-primary/20", className)}
+      {...props}
+    >
+      <ProgressPrimitive.Indicator
+        data-slot="progress-indicator"
+        className={cn("h-full w-full flex-1 bg-primary transition-all", indicatorClassName)}
+        style={{ transform: `translateX(-${100 - (value ?? 0)}%)` }}
+      />
+    </ProgressPrimitive.Root>
+  )
+}
+
+export { Progress }
diff --git a/lib/db/queries/dashboard.ts b/lib/db/queries/dashboard.ts
new file mode 100644
index 0000000..5869da6
--- /dev/null
+++ b/lib/db/queries/dashboard.ts
@@ -0,0 +1,83 @@
+import { db } from "@/lib/db/client"
+
+export interface AdminDashboardMetrics {
+  totalInvitations: number
+  totalMembers: number
+  attendingMembers: number
+  declinedMembers: number
+  pendingMembers: number
+  submittedInvitations: number
+  pendingInvitations: number
+  uploadedPhotos: number
+  pendingToastRequests: number
+}
+
+function toNumber(value: string | number | bigint | null | undefined) {
+  return Number(value ?? 0)
+}
+
+export async function getAdminDashboardMetrics(): Promise<AdminDashboardMetrics> {
+  const [
+    totalInvitations,
+    totalMembers,
+    attendingMembers,
+    declinedMembers,
+    pendingMembers,
+    submittedInvitations,
+    uploadedPhotos,
+    pendingToastRequests,
+  ] = await Promise.all([
+    db
+      .selectFrom("invitations")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .executeTakeFirstOrThrow(),
+    db
+      .selectFrom("invitation_members")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .executeTakeFirstOrThrow(),
+    db
+      .selectFrom("invitation_members")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .where("attending", "=", true)
+      .executeTakeFirstOrThrow(),
+    db
+      .selectFrom("invitation_members")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .where("attending", "=", false)
+      .executeTakeFirstOrThrow(),
+    db
+      .selectFrom("invitation_members")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .where("attending", "is", null)
+      .executeTakeFirstOrThrow(),
+    db
+      .selectFrom("invitation_responses")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .where("submitted_at", "is not", null)
+      .executeTakeFirstOrThrow(),
+    db
+      .selectFrom("photo_uploads")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .executeTakeFirstOrThrow(),
+    db
+      .selectFrom("toast_requests")
+      .select((eb) => eb.fn.countAll<string>().as("count"))
+      .where("status", "=", "pending")
+      .executeTakeFirstOrThrow(),
+  ])
+
+  const invitationsCount = toNumber(totalInvitations.count)
+  const submittedInvitationsCount = toNumber(submittedInvitations.count)
+
+  return {
+    totalInvitations: invitationsCount,
+    totalMembers: toNumber(totalMembers.count),
+    attendingMembers: toNumber(attendingMembers.count),
+    declinedMembers: toNumber(declinedMembers.count),
+    pendingMembers: toNumber(pendingMembers.count),
+    submittedInvitations: submittedInvitationsCount,
+    pendingInvitations: Math.max(invitationsCount - submittedInvitationsCount, 0),
+    uploadedPhotos: toNumber(uploadedPhotos.count),
+    pendingToastRequests: toNumber(pendingToastRequests.count),
+  }
+}