diff --git a/src/App.tsx b/src/App.tsx
index 42ec96c..da8db4e 100644
--- a/src/App.tsx
+++ b/src/App.tsx
@@ -2894,7 +2894,7 @@ function PortalsPage() {
   return (
     <PageShell title="Staff & Partner Portals" icon={Building2} eyebrow="Secure access for team members">
       <div className="max-w-4xl mx-auto">
-        <div className="grid gap-8 md:grid-cols-3">
+        <div className="grid gap-8 md:grid-cols-2 xl:grid-cols-4">
           {/* Admin Portal */}
           <motion.div
             className="card bg-gradient-to-br from-red-50 to-rose-50 dark:from-red-900/20 dark:to-rose-900/20 border-red-200 dark:border-red-800"
@@ -3014,6 +3014,46 @@ function PortalsPage() {
               Access Resource Portal
             </a>
           </motion.div>
+
+          {/* AI Assistance Portal - Phase 3 */}
+          <motion.div
+            className="card bg-gradient-to-br from-purple-50 to-violet-50 dark:from-purple-900/20 dark:to-violet-900/20 border-purple-200 dark:border-purple-800"
+            initial={{ opacity: 0, y: 20 }}
+            animate={{ opacity: 1, y: 0 }}
+            transition={{ delay: 0.4 }}
+          >
+            <div className="text-center mb-6">
+              <div className="mx-auto w-16 h-16 bg-purple-600 text-white rounded-xl flex items-center justify-center mb-4">
+                <Brain className="h-8 w-8" />
+              </div>
+              <h3 className="text-xl font-semibold text-purple-900 dark:text-purple-100">AI Assistance Portal</h3>
+              <p className="text-sm text-purple-700 dark:text-purple-300 mt-2">
+                AI-powered request matching and insights
+              </p>
+            </div>
+            
+            <div className="space-y-2 text-sm text-purple-800 dark:text-purple-200 mb-6">
+              <div className="flex items-center gap-2">
+                <Cpu className="h-4 w-4" />
+                <span>Real-time AI request processing</span>
+              </div>
+              <div className="flex items-center gap-2">
+                <Target className="h-4 w-4" />
+                <span>Smart resource matching & allocation</span>
+              </div>
+              <div className="flex items-center gap-2">
+                <Activity className="h-4 w-4" />
+                <span>Predictive analytics & insights</span>
+              </div>
+            </div>
+            
+            <a
+              href="#/ai-portal"
+              className="block w-full text-center bg-purple-600 text-white py-3 px-4 rounded-lg hover:bg-purple-700 transition-colors font-medium focus:outline-none focus:ring-2 focus:ring-purple-500 focus:ring-offset-2"
+            >
+              Access AI Portal
+            </a>
+          </motion.div>
         </div>
 
         {/* Access Information */}
diff --git a/src/ai/ProcessingPipeline.ts b/src/ai/ProcessingPipeline.ts
index d36e4cc..ca8c44f 100644
--- a/src/ai/ProcessingPipeline.ts
+++ b/src/ai/ProcessingPipeline.ts
@@ -29,7 +29,7 @@ class MockQueue<T> {
     return job
   }
   
-  process(jobType: string, concurrency: number, processor: (job: { id: string; data: T }) => Promise<void>): void {
+  process(jobType: string, _concurrency: number, processor: (job: { id: string; data: T }) => Promise<void>): void {
     this.processors.set(jobType, processor)
   }
   
@@ -66,17 +66,17 @@ class NotificationService {
     })
   }
   
-  async notifyStudent(studentId: string, assignment: any): Promise<void> {
+  async notifyStudent(studentId: string, _assignment: any): Promise<void> {
     console.log(`📧 Notifying student ${studentId} about assignment`)
     // In production: send email, SMS, or push notification
   }
   
-  async notifyVolunteer(volunteerId: string, assignment: any): Promise<void> {
+  async notifyVolunteer(volunteerId: string, _assignment: any): Promise<void> {
     console.log(`📧 Notifying volunteer ${volunteerId} about new assignment`)
     // In production: send volunteer notification
   }
   
-  async notifyCoordinators(assignment: any): Promise<void> {
+  async notifyCoordinators(_assignment: any): Promise<void> {
     console.log(`📧 Notifying coordinators about new assignment`)
     // In production: alert coordination team
   }
@@ -86,7 +86,7 @@ class NotificationService {
     // In production: trigger donor engagement campaign
   }
   
-  async notifyReviewer(reviewer: any, reviewTask: any, aiInsights: any): Promise<void> {
+  async notifyReviewer(reviewer: any, _reviewTask: any, aiInsights: any): Promise<void> {
     console.log(`👥 Notifying reviewer ${reviewer.id} about review task with AI confidence: ${aiInsights.aiConfidence}`)
     // In production: send detailed review notification with AI recommendations
   }
@@ -303,7 +303,7 @@ export class RealTimeProcessingPipeline {
     }
   }
   
-  private async selectOptimalReviewer(request: StudentRequest, matches: MatchResult[]) {
+  private async selectOptimalReviewer(request: StudentRequest, _matches: MatchResult[]) {
     // Mock reviewer selection - in production, this would use actual staff data
     const reviewers = [
       { id: 'rev1', name: 'Sarah Martinez', specialties: ['clothing', 'emergency-housing'], workload: 5 },
@@ -366,7 +366,7 @@ export class RealTimeProcessingPipeline {
     }
   }
   
-  private async updateDashboard(requestId: string, matches: MatchResult[]): Promise<void> {
+  private async updateDashboard(requestId: string, _matches: MatchResult[]): Promise<void> {
     console.log(`📊 Updating dashboard for request ${requestId}`)
     // In production: update real-time analytics dashboard
   }
@@ -387,7 +387,7 @@ export class RealTimeProcessingPipeline {
     await this.routeForHumanReview(request, [])
   }
   
-  private async trackDecision(request: StudentRequest, match: MatchResult, decision: string): Promise<void> {
+  private async trackDecision(request: StudentRequest, _match: MatchResult, decision: string): Promise<void> {
     console.log(`📈 Tracking decision: ${decision} for request ${request.id}`)
     // In production: log decision for ML model training
   }
diff --git a/src/ai/StudentAssistanceAI.ts b/src/ai/StudentAssistanceAI.ts
index 6c28c3d..f13fb0e 100644
--- a/src/ai/StudentAssistanceAI.ts
+++ b/src/ai/StudentAssistanceAI.ts
@@ -531,7 +531,7 @@ export class StudentAssistanceAI {
     return candidates.map(candidate => this.calculateRuleBasedScore(candidate, analysis, request))
   }
   
-  private calculateRuleBasedScore(candidate: any, analysis: RequestAnalysis, request: StudentRequest): MatchResult {
+  private calculateRuleBasedScore(candidate: any, analysis: RequestAnalysis, _request: StudentRequest): MatchResult {
     let score = 0.5 // Base score
     
     // Category match bonus
@@ -581,7 +581,7 @@ export class StudentAssistanceAI {
       estimatedCost: candidate.avgCost,
       fulfillmentTimeline: this.estimateTimeline(analysis.urgencyScore, analysis.complexityEstimate),
       reasoningFactors: this.generateReasoningFactors(candidate, analysis),
-      riskFactors: this.identifyRiskFactors(candidate, analysis, request)
+      riskFactors: this.identifyRiskFactors(candidate, analysis)
     }
   }
   
diff --git a/src/components/AIAssistancePortal.tsx b/src/components/AIAssistancePortal.tsx
index 57a07da..2553a3b 100644
--- a/src/components/AIAssistancePortal.tsx
+++ b/src/components/AIAssistancePortal.tsx
@@ -465,7 +465,7 @@ function ConfidenceIndicator({ confidence }: { confidence: number }) {
 }
 
 function AIPerformanceMetrics() {
-  const [metrics, setMetrics] = useState<AIMetrics>({
+  const [metrics] = useState<AIMetrics>({
     accuracyRate: 0.87,
     accuracyTrend: 2.3,
     avgProcessingTime: 1.8,
diff --git a/src/index.css b/src/index.css
index 1e6d23b..bc27e28 100644
--- a/src/index.css
+++ b/src/index.css
@@ -49,6 +49,26 @@
     @apply text-sm font-medium text-neutral-600 transition hover:text-primary-600 dark:text-neutral-300 dark:hover:text-primary-400;
   }
   
+  /* Form Components */
+  .input-field {
+    @apply w-full rounded-xl border border-gray-300 bg-white px-4 py-3 text-sm text-gray-900 placeholder-gray-500 transition focus:border-primary-500 focus:outline-none focus:ring-2 focus:ring-primary-500 focus:ring-offset-2 dark:border-gray-600 dark:bg-gray-800 dark:text-gray-100 dark:placeholder-gray-400 dark:focus:border-primary-400;
+  }
+  
+  /* Text Utilities */
+  .line-clamp-2 {
+    display: -webkit-box;
+    -webkit-line-clamp: 2;
+    -webkit-box-orient: vertical;
+    overflow: hidden;
+  }
+  
+  .line-clamp-3 {
+    display: -webkit-box;
+    -webkit-line-clamp: 3;
+    -webkit-box-orient: vertical;
+    overflow: hidden;
+  }
+  
   .input {
     @apply w-full rounded-xl border border-white/30 bg-white/70 px-3 py-2 text-sm backdrop-blur transition focus:border-primary-500 focus:outline-none focus:ring-2 focus:ring-primary-500/20 dark:border-white/10 dark:bg-white/10 dark:focus:border-primary-400;
   }