diff --git a/backend-py/__pycache__/main.cpython-314.pyc b/backend-py/__pycache__/main.cpython-314.pyc
index 08b59e2..38b85c8 100644
Binary files a/backend-py/__pycache__/main.cpython-314.pyc and b/backend-py/__pycache__/main.cpython-314.pyc differ
diff --git a/backend-py/main.py b/backend-py/main.py
index e6efe20..59a3b9d 100644
--- a/backend-py/main.py
+++ b/backend-py/main.py
@@ -4,10 +4,10 @@ from pydantic import BaseModel
 
 app = FastAPI()
 
-# Enable CORS for NestJS (or directly for React if you prefer)
 app.add_middleware(
+    # This setup is only for the purpose of the exam, this should be restricted in production
     CORSMiddleware,
-    allow_origins=["*"], # In production, restrict this to your NestJS server domain
+    allow_origins=["*"], 
     allow_methods=["*"],
     allow_headers=["*"],
 )
@@ -16,18 +16,60 @@ app.add_middleware(
 LEADS = [
     {"id": 1, "name": "Alex Rivera", "email": "alex@company.com"},
     {"id": 2, "name": "Jordan Smith", "email": "jsmith@leads.io"},
+    {"id": 3, "name": "John Smith", "email": "johnsmith@ibm.com"},
+    {"id": 4, "name": "Sarah Connor", "email": "sarah@techcorp.com"},
+    {"id": 5, "name": "Marcus Wright", "email": "mwright@ibm.com"},
+    {"id": 6, "name": "Elena Fisher", "email": "elena@naughty.com"},
+    {"id": 7, "name": "Nathan Drake", "email": "drake@treasure.com"},
+    {"id": 8, "name": "Alice Johnson", "email": "ajohnson@ibm.com"},
+    {"id": 9, "name": "Bob Vance", "email": "bob@vancerefrig.com"},
+    {"id": 10, "name": "Charlie Day", "email": "charlie@paddys.com"},
+    {"id": 11, "name": "Diana Prince", "email": "diana@themyscira.gov"},
+    {"id": 12, "name": "Edward Norton", "email": "edward@fightclub.com"},
+    {"id": 13, "name": "Fiona Gallagher", "email": "fiona@southside.com"},
+    {"id": 14, "name": "George Bluth", "email": "george@bananastand.com"},
+    {"id": 15, "name": "Hannah Abbott", "email": "hannah@ibm.com"},
+    {"id": 16, "name": "Ian Malcolm", "email": "chaos@jurassic.com"},
+    {"id": 17, "name": "Jack Shephard", "email": "jack@oceanic.com"},
+    {"id": 18, "name": "Karen Page", "email": "karen@nelsonmurdock.com"},
+    {"id": 19, "name": "Luke Skywalker", "email": "luke@tatooine.com"},
+    {"id": 20, "name": "Michael Scott", "email": "michael@dundermifflin.com"},
+    {"id": 21, "name": "Nina Simone", "email": "nina@ibm.com"},
+    {"id": 22, "name": "Oscar Martinez", "email": "oscar@accounting.com"},
+    {"id": 23, "name": "Peter Parker", "email": "peter@dailybugle.com"},
+    {"id": 24, "name": "Quinn Fabray", "email": "quinn@mckinley.edu"},
+    {"id": 25, "name": "Riley Reid", "email": "riley@ibm.com"},
+    {"id": 26, "name": "Sam Winchester", "email": "sam@hunters.com"},
+    {"id": 27, "name": "Tina Fey", "email": "tina@30rock.com"},
+    {"id": 28, "name": "Uma Thurman", "email": "uma@ibm.com"},
+    {"id": 29, "name": "Victor Creed", "email": "victor@sabertooth.com"},
+    {"id": 30, "name": "Walter White", "email": "walter@heisenberg.com"},
+    {"id": 31, "name": "Alice Watson", "email": "alice.watson@ibm.com"},
+    {"id": 32, "name": "Brian K. Vaughan", "email": "bvaughan@ibm.com"},
+    {"id": 33, "name": "Catherine Zeta", "email": "czeta@ibm.com"},
+    {"id": 34, "name": "David Chen", "email": "dchen@ibm.com"},
+    {"id": 35, "name": "Eva Green", "email": "egreen@ibm.com"},
+    {"id": 36, "name": "Franklin Roosevelt", "email": "froosevelt@ibm.com"},
+    {"id": 37, "name": "Grace Hopper", "email": "ghopper@ibm.com"},
+    {"id": 38, "name": "Henry Cavill", "email": "hcavill@ibm.com"},
+    {"id": 39, "name": "Isabel Allende", "email": "iallend@ibm.com"},
+    {"id": 40, "name": "Julian Assange", "email": "jassange@ibm.com"},
 ]
 
 @app.get("/leads")
 def get_leads():
     return {"leads": LEADS}
 
+@app.get("/leads/ibm")
+def get_ibm_leads():
+    ibm_leads = [lead for lead in LEADS if lead["email"].endswith("@ibm.com")]
+    return {"leads": ibm_leads}
+
 class FeedbackData(BaseModel):
     status: str
     reason: str
 
 @app.post("/leads/{lead_id}/feedback")
 def receive_feedback(lead_id: str, feedback: FeedbackData):
-    # Now FastAPI knows exactly what structure to look for
     print(f"Received feedback for {lead_id}: {feedback.status}, {feedback.reason}")
     return {"status": "success"}
\ No newline at end of file
diff --git a/backend/src/leads/leads.service.ts b/backend/src/leads/leads.service.ts
index f0b1755..1fdd273 100644
--- a/backend/src/leads/leads.service.ts
+++ b/backend/src/leads/leads.service.ts
@@ -13,7 +13,7 @@ export class LeadsService {
     private readonly PYTHON_API = 'http://localhost:8000';
 
     async getAllLeads() {
-        const response = await axios.get(`${this.PYTHON_API}/leads`);
+        const response = await axios.get(`${this.PYTHON_API}/leads/ibm`);
         return response.data;
     }
 
diff --git a/frontend/src/app/page.tsx b/frontend/src/app/page.tsx
index abac43c..733619c 100644
--- a/frontend/src/app/page.tsx
+++ b/frontend/src/app/page.tsx
@@ -3,7 +3,6 @@
 import { LeadCard } from './components/LeadCard';
 import { useState, useEffect } from 'react';
 
-// Define the shape of your lead for better type safety
 interface Lead {
   id: string;
   name: string;
@@ -17,11 +16,9 @@ export default function Home() {
   useEffect(() => {
     const fetchLeads = async () => {
       try {
-        // Use the environment variable or hardcoded backend URL
         const res = await fetch(`${process.env.NEXT_PUBLIC_API_URL || 'http://localhost:3000'}/leads`);
         const data = await res.json();
 
-        // Assuming your NestJS/Python returns { leads: [...] }
         setLeads(data.leads);
       } catch (error) {
         console.error("Failed to fetch leads:", error);