diff --git a/insights-ui/src/components/home-page/AllInOnePlatform.tsx b/insights-ui/src/components/home-page/AllInOnePlatform.tsx
index c9220a15f..858429b25 100644
--- a/insights-ui/src/components/home-page/AllInOnePlatform.tsx
+++ b/insights-ui/src/components/home-page/AllInOnePlatform.tsx
@@ -1,35 +1,35 @@
-import { ArrowPathIcon, CloudArrowUpIcon, Cog6ToothIcon, FingerPrintIcon, LockClosedIcon, ServerIcon } from '@heroicons/react/20/solid';
+import { ChartBarIcon, CircleStackIcon, CurrencyDollarIcon, LightBulbIcon, LockClosedIcon, UserGroupIcon } from '@heroicons/react/20/solid';
 
 const features = [
   {
     name: 'Comprehensive Data Extraction',
     description: 'Our AI tools crawl SEC filings, on-chain data, industry reports, and more—so you always have the full picture.',
-    icon: CloudArrowUpIcon,
+    icon: CircleStackIcon,
   },
   {
     name: 'Multiple Investment Styles',
     description: 'Easily switch between growth, value, dividend, or custom strategies. KoalaGains adapts to your unique investment profile.',
-    icon: ArrowPathIcon,
+    icon: CurrencyDollarIcon,
   },
   {
     name: 'Industry & Sector Insights',
     description: 'Compare top players in any sector—REITs, tech, oil & gas, or emerging industries. See historical events and future projections side by side.',
-    icon: FingerPrintIcon,
+    icon: LightBulbIcon,
   },
   {
     name: 'Deep Qualitative Analysis',
     description: 'Go beyond numbers. Our AI extracts and summarizes key statements, trends, and developments so you don’t miss a beat.',
-    icon: Cog6ToothIcon,
+    icon: ChartBarIcon,
   },
   {
     name: 'Sentiment & Social Listening',
     description: 'Stay in the loop with sentiment trends on Twitter, Instagram, and industry channels—right next to official data.',
-    icon: LockClosedIcon,
+    icon: UserGroupIcon,
   },
   {
     name: 'Secure & User-Friendly',
     description: 'Built with security at the forefront. KoalaGains is simple, yet powerful—perfect for individuals and institutions.',
-    icon: ServerIcon,
+    icon: LockClosedIcon,
   },
 ];
 
diff --git a/insights-ui/src/components/home-page/Architecture.tsx b/insights-ui/src/components/home-page/Architecture.tsx
index f7a5463d4..beaee4ebf 100644
--- a/insights-ui/src/components/home-page/Architecture.tsx
+++ b/insights-ui/src/components/home-page/Architecture.tsx
@@ -1,4 +1,12 @@
-import { ArrowPathIcon, CloudArrowUpIcon, Cog6ToothIcon, FingerPrintIcon, LockClosedIcon, ServerIcon } from '@heroicons/react/20/solid';
+import {
+  ArrowPathIcon,
+  BugAntIcon,
+  ChartBarSquareIcon,
+  DocumentChartBarIcon,
+  DocumentCurrencyDollarIcon,
+  LightBulbIcon,
+  WrenchIcon,
+} from '@heroicons/react/20/solid';
 import architectureImage from '@/images/architecture.png';
 import Image from 'next/image';
 
@@ -6,32 +14,32 @@ const features = [
   {
     name: 'Automated Financial Reports .',
     description: 'Generate comprehensive balance sheets, income statements, and cash flow reports with AI-driven automation.',
-    icon: CloudArrowUpIcon,
+    icon: DocumentChartBarIcon,
+  },
+  {
+    name: 'Spider Chart for Financial Metrics',
+    description: 'Visualize key financial parameters in an interactive chart, making complex data easier to interpret.',
+    icon: BugAntIcon,
   },
   {
     name: 'Market & Competitor Analysis.',
     description: 'Compare industry performance, identify growth opportunities, and benchmark against competitors.',
-    icon: LockClosedIcon,
+    icon: ChartBarSquareIcon,
   },
   {
     name: 'Sentiment-Driven Insights.',
     description: ' Extract valuable market sentiment from news, social media (X & Instagram), and industry discussions.',
-    icon: ArrowPathIcon,
+    icon: LightBulbIcon,
   },
   {
     name: 'SEC Filings & Data Extraction.',
     description: 'AI-powered tools process EDGAR filings, extracting both quantitative and qualitative insights for regulatory compliance and decision-making.',
-    icon: FingerPrintIcon,
+    icon: DocumentCurrencyDollarIcon,
   },
   {
     name: 'Custom AI Reports.',
     description: ' Tailor investment-specific reports based on growth strategies, market trends, and business needs.',
-    icon: Cog6ToothIcon,
-  },
-  {
-    name: 'Secure & Scalable Data Processing.',
-    description: 'Ensure data accuracy, integrity, and compliance with automated security protocols and backup solutions.',
-    icon: ServerIcon,
+    icon: WrenchIcon,
   },
 ];
 
diff --git a/insights-ui/src/components/home-page/Features.tsx b/insights-ui/src/components/home-page/Features.tsx
index 5bf3601fb..01a55d2c2 100644
--- a/insights-ui/src/components/home-page/Features.tsx
+++ b/insights-ui/src/components/home-page/Features.tsx
@@ -1,21 +1,21 @@
-import { CloudArrowUpIcon, LockClosedIcon, ServerIcon } from '@heroicons/react/20/solid';
+import { ChartBarSquareIcon, CloudArrowUpIcon, HomeIcon, LockClosedIcon, ServerIcon, ShieldCheckIcon } from '@heroicons/react/20/solid';
 
 const features = [
   {
     name: 'Accurate SEC Summaries',
     description: 'We parse 10-K, 10-Q, 8-K, and more to deliver both quantitative and qualitative insights, giving you crucial detail at every step.',
-    icon: CloudArrowUpIcon,
+    icon: ShieldCheckIcon,
   },
   {
     name: 'Sector-Specific Analysis',
     description:
       'Different metrics matter to different industries. KoalaGains highlights key factors—like rent and debt for REITs or product pipelines for tech.',
-    icon: LockClosedIcon,
+    icon: ChartBarSquareIcon,
   },
   {
     name: 'Smart REIT Evaluations',
     description: 'Our platform simplifies REIT data, pulling out growth trajectories, rent details, and relevant events so you can see the bigger picture.',
-    icon: ServerIcon,
+    icon: HomeIcon,
   },
 ];