diff --git a/app/src/components/household/HouseholdManager.tsx b/app/src/components/household/HouseholdManager.tsx
new file mode 100644
index 0000000..932074b
--- /dev/null
+++ b/app/src/components/household/HouseholdManager.tsx
@@ -0,0 +1,84 @@
+import React, { useEffect, useState } from 'react';
+import { getMembers, addMember, removeMember } from '../../utils/household';
+
+type HouseholdMember = {
+  email: string;
+  name?: string;
+  role?: string;
+  joinedAt: string;
+};
+
+const HouseholdManager: React.FC = () => {
+  const [members, setMembers] = useState<HouseholdMember[]>([]);
+  const [email, setEmail] = useState<string>('');
+  const [name, setName] = useState<string>('');
+  const [role, setRole] = useState<string>('');
+
+  useEffect(() => {
+    setMembers(getMembers() as HouseholdMember[]);
+  }, []);
+
+  const handleAdd = () => {
+    const trimmed = email.trim();
+    if (!trimmed) return;
+    addMember(trimmed, name.trim() || undefined, role.trim() || undefined);
+    setEmail('');
+    setName('');
+    setRole('');
+    setMembers(getMembers() as HouseholdMember[]);
+  };
+
+  const handleRemove = (e: string) => {
+    removeMember(e);
+    setMembers(getMembers() as HouseholdMember[]);
+  };
+
+  return (
+    <section aria-label="Household Collaboration" style={{ border: '1px solid #e5e7eb', padding: 16, borderRadius: 8, margin: 16 }}>
+      <h3>Household Collaboration</h3>
+      <div style={{ display: 'flex', gap: 8, marginBottom: 12 }}>
+        <input
+          placeholder="Email of member"
+          value={email}
+          onChange={(e) => setEmail(e.target.value)}
+          style={{ padding: '8px 10px', borderRadius: 4, border: '1px solid #d1d5db' }}
+        />
+        <input
+          placeholder="Name (optional)"
+          value={name}
+          onChange={(e) => setName(e.target.value)}
+          style={{ padding: '8px 10px', borderRadius: 4, border: '1px solid #d1d5db' }}
+        />
+        <input
+          placeholder="Role (optional)"
+          value={role}
+          onChange={(e) => setRole(e.target.value)}
+          style={{ padding: '8px 10px', borderRadius: 4, border: '1px solid #d1d5db' }}
+        />
+        <button onClick={handleAdd} style={{ padding: '8px 12px', borderRadius: 4, border: 'none', background: '#4f46e5', color: '#fff' }}>
+          Add Member
+        </button>
+      </div>
+      <ul style={{ listStyle: 'none', padding: 0, margin: 0 }}>
+        {members.map((m) => (
+          <li key={m.email} style={{ display: 'flex', justifyContent: 'space-between', padding: '6px 0', borderBottom: '1px solid #f0f0f0' }}>
+            <span>
+              {m.email} {m.name ? `(${m.name})` : ''} {m.role ? `- ${m.role}` : ''}
+              <span style={{ marginLeft: 8, color: '#6b7280', fontSize: 12 }}>
+                joined {new Date(m.joinedAt).toLocaleDateString()}
+              </span>
+            </span>
+            <button onClick={() => handleRemove(m.email)} style={{ padding: '4px 8px', borderRadius: 4, border: 'none', background: '#f87171', color: '#fff' }}>
+              Remove
+            </button>
+          </li>
+        ))}
+        {members.length === 0 && (
+          <li style={{ color: '#6b7280' }}>No members yet. Add someone to collaborate on this FinMind household.</li>
+        )}
+      </ul>
+    </section>
+  );
+};
+
+export default HouseholdManager;
diff --git a/app/src/utils/household.ts b/app/src/utils/household.ts
new file mode 100644
index 0000000..941949a
--- /dev/null
+++ b/app/src/utils/household.ts
@@ -0,0 +1,47 @@
+export interface HouseholdMember {
+  email: string;
+  name?: string;
+  role?: string;
+  joinedAt: string; // ISO timestamp
+}
+
+const STORAGE_KEY = 'finmind_household_members';
+
+export function getMembers(): HouseholdMember[] {
+  try {
+    const raw = typeof window !== 'undefined' ? window.localStorage.getItem(STORAGE_KEY) : null;
+    if (!raw) return [];
+    const parsed = JSON.parse(raw) as HouseholdMember[];
+    if (Array.isArray(parsed)) return parsed;
+    return [];
+  } catch {
+    return [];
+  }
+}
+
+function saveMembers(members: HouseholdMember[]) {
+  try {
+    if (typeof window === 'undefined') return;
+    window.localStorage.setItem(STORAGE_KEY, JSON.stringify(members));
+  } catch {
+    // ignore storage errors
+  }
+}
+
+export function addMember(email: string, name?: string, role?: string): void {
+  const existing = getMembers();
+  const member: HouseholdMember = {
+    email,
+    name,
+    role,
+    joinedAt: new Date().toISOString(),
+  };
+  existing.push(member);
+  saveMembers(existing);
+}
+
+export function removeMember(email: string): void {
+  const existing = getMembers();
+  const next = existing.filter(m => m.email !== email);
+  saveMembers(next);
+}
diff --git a/app/src/utils/loginDetector.ts b/app/src/utils/loginDetector.ts
new file mode 100644
index 0000000..ddfedd6
--- /dev/null
+++ b/app/src/utils/loginDetector.ts
@@ -0,0 +1,102 @@
+export interface LoginEvent {
+  userId?: string;
+  ip?: string;
+  location?: string;
+  device?: string;
+  timestamp: string; // ISO string
+}
+
+export interface Anomaly {
+  userId?: string;
+  loginEvent: LoginEvent;
+  reason: string;
+  score: number;
+}
+
+// Detect unusual login behavior for a sequence of login events per user.
+// Simple heuristic:
+// - An event with a location different from previous locations within a short window (default 24h) is an anomaly.
+// - An event with a device different from the most common device in the recent history is an anomaly.
+export function detectUnusualLogin(events: LoginEvent[]): Anomaly[] {
+  if (!Array.isArray(events)) return [];
+
+  // Group by userId when available; if no userId, skip those events.
+  const byUser = new Map<string, LoginEvent[]>();
+
+  for (const e of events) {
+    const user = e.userId;
+    if (!user) continue; // require userId to attribute anomaly
+    if (!byUser.has(user)) byUser.set(user, []);
+    byUser.get(user)!.push(e);
+  }
+
+  const anomalies: Anomaly[] = [];
+
+  // Process each user separately
+  for (const [user, list] of byUser.entries()) {
+    // sort by timestamp ascending
+    const sorted = list.slice().sort((a, b) => new Date(a.timestamp).getTime() - new Date(b.timestamp).getTime());
+
+    // Track history of devices and locations for simple heuristics
+    const deviceHistory: string[] = [];
+
+    for (let i = 0; i < sorted.length; i++) {
+      const ev = sorted[i];
+      const time = new Date(ev.timestamp).getTime();
+
+      // look back at previous events within a reasonable window (e.g., 7 days)
+      const windowMs = 7 * 24 * 60 * 60 * 1000; // 7 days window
+      const prev = sorted.filter((_, idx) => idx < i && (new Date(sorted[idx].timestamp).getTime() >= time - windowMs));
+
+      // determine most common device in previous events
+      const prevDevices = prev.map(p => p.device).filter(Boolean) as string[];
+      const mostCommonDevice = mostCommon(prevDevices);
+
+      // anomaly checks
+      let reason = '';
+      let score = 0;
+
+      // Unusual location: if there is a previous event with a different location
+      const hasLocationCompared = prev.length > 0 && ev.location;
+      if (hasLocationCompared && ev.location) {
+        const differentLocation = prev.some(p => p.location && p.location !== ev.location);
+        if (differentLocation) {
+          reason += (reason ? '; ' : '') + 'Unusual login location';
+          score += 1;
+        }
+      }
+
+      // New device: compare with most common device in history
+      if (ev.device && mostCommonDevice && ev.device !== mostCommonDevice) {
+        reason += (reason ? '; ' : '') + 'New device detected';
+        score += 1;
+      }
+
+      if (reason) {
+        anomalies.push({ userId: user, loginEvent: ev, reason, score });
+      }
+
+      // update device history
+      if (ev.device) deviceHistory.push(ev.device);
+    }
+  }
+
+  return anomalies;
+}
+
+function mostCommon(arr: string[]): string | null {
+  if (arr.length === 0) return null;
+  const freq: Record<string, number> = {};
+  for (const v of arr) {
+    freq[v] = (freq[v] ?? 0) + 1;
+  }
+  let maxCount = 0;
+  let maxVal: string | null = null;
+  for (const k of Object.keys(freq)) {
+    if (freq[k] > maxCount) {
+      maxCount = freq[k];
+      maxVal = k;
+    }
+  }
+  return maxVal;
+}
diff --git a/scripts/detect-login-anomaly-demo.js b/scripts/detect-login-anomaly-demo.js
new file mode 100644
index 0000000..c7a40f6
--- /dev/null
+++ b/scripts/detect-login-anomaly-demo.js
@@ -0,0 +1,47 @@
+// Demo script to show how to use login anomaly detection logic (pure JS).
+// This does not integrate with the TS utilities, but provides a quick sanity check.
+
+function mostCommon(arr){
+  if(!arr || arr.length===0) return null;
+  const freq = {};
+  for (const v of arr){ freq[v]=(freq[v]||0)+1; }
+  let max = 0; let val=null;
+  for (const k of Object.keys(freq)){
+    if (freq[k] > max){ max=freq[k]; val=k; }
+  }
+  return val;
+}
+
+function detectUnusualLogin(events){
+  const byUser = new Map();
+  for(const e of events){ if(!e.userId) continue; if(!byUser.has(e.userId)) byUser.set(e.userId,[]); byUser.get(e.userId).push(e); }
+  const anomalies=[];
+  for(const [user, list] of byUser.entries()){
+    const sorted = list.slice().sort((a,b)=> new Date(a.timestamp)-new Date(b.timestamp));
+    for(let i=0;i<sorted.length;i++){
+      const ev = sorted[i]; const time = new Date(ev.timestamp).getTime();
+      const windowMs = 7*24*60*60*1000;
+      const prev = sorted.filter((_,idx)=> idx<i && (new Date(sorted[idx].timestamp).getTime() >= time - windowMs));
+      const prevDevices = prev.map(p=>p.device).filter(Boolean);
+      const most = mostCommon(prevDevices);
+      let reason=''; let score=0;
+      if(prev.length>0 && ev.location){ const diff = prev.some(p=> p.location && p.location !== ev.location); if(diff){ reason += 'Unusual login location'; score++; }}
+      if(ev.device && most && ev.device !== most){ reason += (reason? '; ': '') + 'New device detected'; score++; }
+      if(reason){ anomalies.push({userId:user, loginEvent:ev, reason, score}); }
+    }
+  }
+  return anomalies;
+}
+
+const sample = [
+  {userId:'u1', ip:'1.1.1.1', location:'US', device:'Chrome-iPhone', timestamp:'2026-03-01T10:00:00Z'},
+  {userId:'u1', ip:'1.1.1.2', location:'US', device:'Chrome-Laptop', timestamp:'2026-03-01T12:00:00Z'},
+  {userId:'u1', ip:'1.1.2.3', location:'DE', device:'Chrome-Laptop', timestamp:'2026-03-01T18:00:00Z'},
+  {userId:'u1', ip:'1.1.3.4', location:'DE', device:'Firefox-PC', timestamp:'2026-03-02T09:00:00Z'},
+  {userId:'u2', ip:'9.9.9.9', location:'IN', device:'App', timestamp:'2026-03-01T11:00:00Z'},
+  {userId:'u2', ip:'9.9.9.10', location:'IN', device:'App', timestamp:'2026-03-01T11:30:00Z'},
+  {userId:'u2', ip:'9.9.9.11', location:'US', device:'App', timestamp:'2026-03-01T12:10:00Z'},
+];
+
+const anomalies = detectUnusualLogin(sample);
+console.log('Anomalies found:', anomalies);