diff --git a/talent-management/src/app/routes/dashboard/dashboard.html b/talent-management/src/app/routes/dashboard/dashboard.html
index 05e3f4f..ab217ca 100644
--- a/talent-management/src/app/routes/dashboard/dashboard.html
+++ b/talent-management/src/app/routes/dashboard/dashboard.html
@@ -1,34 +1,5 @@
 <page-header />
 
-<!-- AI Insights Card (hidden when aiEnabled is false) -->
-<mat-card *ngIf="aiEnabled" class="ai-insights-card">
-  <mat-card-header>
-    <mat-icon mat-card-avatar>smart_toy</mat-icon>
-    <mat-card-title>AI Workforce Insights</mat-card-title>
-    <mat-card-subtitle>Generated from live dashboard metrics</mat-card-subtitle>
-  </mat-card-header>
-  <mat-card-content>
-
-    <!-- Loading -->
-    <div *ngIf="aiInsightLoading" class="ai-insight-loading">
-      <mat-spinner diameter="24"></mat-spinner>
-      <span>Analyzing workforce data&hellip;</span>
-    </div>
-
-    <!-- Insight text -->
-    <p *ngIf="!aiInsightLoading && aiInsight" class="ai-insight-text">
-      {{ aiInsight }}
-    </p>
-
-    <!-- Error -->
-    <p *ngIf="!aiInsightLoading && aiInsightError" class="ai-insight-error">
-      <mat-icon>warning</mat-icon>
-      {{ aiInsightError }}
-    </p>
-
-  </mat-card-content>
-</mat-card>
-
 <!-- Loading Spinner -->
 <div *ngIf="loading" class="loading-spinner">
   <mat-spinner></mat-spinner>
diff --git a/talent-management/src/app/routes/dashboard/dashboard.ts b/talent-management/src/app/routes/dashboard/dashboard.ts
index 00b5c37..02280ce 100644
--- a/talent-management/src/app/routes/dashboard/dashboard.ts
+++ b/talent-management/src/app/routes/dashboard/dashboard.ts
@@ -1,4 +1,4 @@
-import { Component, OnInit, OnDestroy, inject } from '@angular/core';
+import { Component, OnInit, inject } from '@angular/core';
 import { Router } from '@angular/router';
 import { CommonModule } from '@angular/common';
 import { MatCardModule } from '@angular/material/card';
@@ -9,13 +9,10 @@ import { MatListModule } from '@angular/material/list';
 import { MatSnackBar, MatSnackBarModule } from '@angular/material/snack-bar';
 import { BaseChartDirective } from 'ng2-charts';
 import { ChartConfiguration } from 'chart.js';
-import { Subject } from 'rxjs';
-import { takeUntil } from 'rxjs/operators';
 import { PageHeader } from '@shared';
 import { HasRoleDirective } from '../../shared/directives/has-role.directive';
 import { DashboardMetrics, DepartmentMetric, PositionMetric, SalaryRangeMetric } from '../../models';
-import { DashboardService, AiService } from '../../services/api';
-import { environment } from '../../../environments/environment';
+import { DashboardService } from '../../services/api';
 
 @Component({
   selector: 'app-dashboard',
@@ -35,12 +32,10 @@ import { environment } from '../../../environments/environment';
     HasRoleDirective,
   ],
 })
-export class Dashboard implements OnInit, OnDestroy {
+export class Dashboard implements OnInit {
   private dashboardService = inject(DashboardService);
-  private aiService = inject(AiService);
   private router = inject(Router);
   private snackBar = inject(MatSnackBar);
-  private destroy$ = new Subject<void>();
 
   // Loading state
   loading = true;
@@ -48,12 +43,6 @@ export class Dashboard implements OnInit, OnDestroy {
   // Dashboard metrics
   metrics: DashboardMetrics | null = null;
 
-  // AI Insights state
-  aiEnabled = environment.aiEnabled;
-  aiInsight = '';
-  aiInsightLoading = false;
-  aiInsightError = '';
-
   // Chart configurations
   departmentChartData: ChartConfiguration<'pie'>['data'] | null = null;
   departmentChartOptions: ChartConfiguration<'pie'>['options'] = {
@@ -152,11 +141,6 @@ export class Dashboard implements OnInit, OnDestroy {
     this.loadDashboardMetrics();
   }
 
-  ngOnDestroy(): void {
-    this.destroy$.next();
-    this.destroy$.complete();
-  }
-
   loadDashboardMetrics(): void {
     this.loading = true;
 
@@ -165,9 +149,6 @@ export class Dashboard implements OnInit, OnDestroy {
         this.metrics = metrics;
         this.prepareCharts(metrics);
         this.loading = false;
-        if (this.aiEnabled) {
-          this.loadAiInsight(metrics);
-        }
       },
       error: error => {
         console.error('Error loading dashboard metrics:', error);
@@ -177,34 +158,6 @@ export class Dashboard implements OnInit, OnDestroy {
     });
   }
 
-  private loadAiInsight(metrics: DashboardMetrics): void {
-    this.aiInsightLoading = true;
-    this.aiInsightError = '';
-    this.aiInsight = '';
-
-    const systemPrompt = `You are an HR analytics assistant. Analyze the following workforce metrics and provide a concise executive summary (3-4 sentences) highlighting key observations, any notable patterns, and one actionable recommendation. Be specific — reference the actual numbers.
-
-Workforce Metrics:
-${JSON.stringify(metrics, null, 2)}`;
-
-    const question = 'Provide a brief executive summary of the current workforce.';
-
-    this.aiService
-      .chat(question, systemPrompt)
-      .pipe(takeUntil(this.destroy$))
-      .subscribe({
-        next: response => {
-          this.aiInsight = response.reply;
-          this.aiInsightLoading = false;
-        },
-        error: err => {
-          this.aiInsightError =
-            err?.error?.detail ?? 'AI insights unavailable. Is the API running with AiEnabled: true?';
-          this.aiInsightLoading = false;
-        },
-      });
-  }
-
   private prepareCharts(metrics: DashboardMetrics): void {
     this.prepareDepartmentChart(metrics.employeesByDepartment);
     this.preparePositionChart(metrics.employeesByPosition);
diff --git a/talent-management/src/app/routes/employees/employee-list.component.html b/talent-management/src/app/routes/employees/employee-list.component.html
index 3cc62cf..9cfaa0c 100644
--- a/talent-management/src/app/routes/employees/employee-list.component.html
+++ b/talent-management/src/app/routes/employees/employee-list.component.html
@@ -1,41 +1,5 @@
 <page-header></page-header>
 
-<!-- Natural Language Search Bar (hidden when aiEnabled is false) -->
-<mat-card *ngIf="aiEnabled" class="nl-search-card">
-  <mat-card-content>
-    <mat-form-field appearance="outline" class="nl-search-field">
-      <mat-label>
-        <mat-icon>smart_toy</mat-icon>
-        Search in plain English
-      </mat-label>
-      <input
-        matInput
-        #nlInput
-        type="text"
-        [value]="nlQuery"
-        (input)="onNlQueryChange(nlInput.value)"
-        placeholder='e.g. "find all engineers" or "employees named Johnson"'
-        autocomplete="off"
-      />
-      <mat-icon matSuffix *ngIf="!nlLoading && !nlQuery">search</mat-icon>
-      <mat-spinner matSuffix diameter="20" *ngIf="nlLoading"></mat-spinner>
-      <button mat-icon-button matSuffix *ngIf="nlQuery && !nlLoading" (click)="clearNlSearch()" type="button">
-        <mat-icon>close</mat-icon>
-      </button>
-    </mat-form-field>
-
-    <div *ngIf="nlParsedExpression && !nlLoading" class="nl-parsed-hint">
-      <mat-icon>auto_awesome</mat-icon>
-      <span>AI interpreted: <em>{{ nlParsedExpression }}</em></span>
-    </div>
-
-    <div *ngIf="nlError" class="nl-error">
-      <mat-icon>warning</mat-icon>
-      <span>{{ nlError }}</span>
-    </div>
-  </mat-card-content>
-</mat-card>
-
 <mat-card>
   <mat-card-header>
     <mat-card-title>Employee Directory</mat-card-title>
diff --git a/talent-management/src/app/routes/employees/employee-list.component.ts b/talent-management/src/app/routes/employees/employee-list.component.ts
index c8a8475..658f89c 100644
--- a/talent-management/src/app/routes/employees/employee-list.component.ts
+++ b/talent-management/src/app/routes/employees/employee-list.component.ts
@@ -18,12 +18,10 @@ import { PageHeader } from '@shared/components/page-header/page-header';
 import { ConfirmDialogComponent, ConfirmDialogData } from '../../shared/components/confirm-dialog/confirm-dialog';
 import { Employee } from '../../models';
 import { EmployeeService } from '../../services/api';
-import { AiService, NlEmployeeFilter } from '../../services/api/ai.service';
 import { OidcAuthService } from '../../core/authentication/oidc-auth.service';
 import { HasRoleDirective } from '../../shared/directives/has-role.directive';
 import { Observable, Subject, of } from 'rxjs';
 import { debounceTime, distinctUntilChanged, switchMap, map, startWith, catchError, takeUntil } from 'rxjs/operators';
-import { environment } from '../../../environments/environment';
 
 @Component({
   selector: 'app-employee-list',
@@ -51,7 +49,6 @@ import { environment } from '../../../environments/environment';
 })
 export class EmployeeListComponent implements OnInit, OnDestroy {
   private employeeService = inject(EmployeeService);
-  private aiService = inject(AiService);
   private authService = inject(OidcAuthService);
   private router = inject(Router);
   private fb = inject(FormBuilder);
@@ -75,14 +72,6 @@ export class EmployeeListComponent implements OnInit, OnDestroy {
   filteredEmails$!: Observable<string[]>;
   filteredPositionTitles$!: Observable<string[]>;
 
-  // AI Natural Language Search
-  aiEnabled = environment.aiEnabled;
-  nlQuery = '';
-  nlLoading = false;
-  nlError = '';
-  nlParsedExpression = '';
-  private nlSearch$ = new Subject<string>();
-
   private destroy$ = new Subject<void>();
 
   // Table columns
@@ -100,7 +89,6 @@ export class EmployeeListComponent implements OnInit, OnDestroy {
     this.setupAutocomplete();
     this.setupAutoSubmit();
     this.loadEmployees();
-    this.setupNlSearch();
   }
 
   ngOnDestroy(): void {
@@ -318,61 +306,4 @@ export class EmployeeListComponent implements OnInit, OnDestroy {
     return this.authService.isHRAdmin() || this.authService.isManager();
   }
 
-  // NL Search ---------------------------------------------------------------
-
-  onNlQueryChange(value: string): void {
-    this.nlQuery = value;
-    this.nlSearch$.next(value);
-  }
-
-  clearNlSearch(): void {
-    this.nlQuery = '';
-    this.nlParsedExpression = '';
-    this.nlError = '';
-    this.searchForm.reset();
-    this.pageNumber = 1;
-    this.loadEmployees();
-  }
-
-  private setupNlSearch(): void {
-    this.nlSearch$
-      .pipe(
-        debounceTime(600),
-        distinctUntilChanged(),
-        switchMap(query => {
-          if (!query || query.length < 3) {
-            this.nlParsedExpression = '';
-            this.nlError = '';
-            return of(null);
-          }
-          this.nlLoading = true;
-          this.nlError = '';
-          return this.aiService.nlEmployeeSearch(query).pipe(
-            catchError(err => {
-              this.nlLoading = false;
-              this.nlError = err?.error?.detail ?? 'Could not parse query. Try rephrasing.';
-              return of(null);
-            })
-          );
-        }),
-        takeUntil(this.destroy$)
-      )
-      .subscribe(filter => {
-        if (filter) {
-          this.nlLoading = false;
-          this.nlParsedExpression = filter.parsedExpression;
-          this.applyNlFilter(filter);
-        }
-      });
-  }
-
-  private applyNlFilter(filter: NlEmployeeFilter): void {
-    this.searchForm.patchValue({
-      FirstName:      filter.firstName,
-      LastName:       filter.lastName,
-      Email:          filter.email,
-      EmployeeNumber: filter.employeeNumber,
-      PositionTitle:  filter.positionTitle,
-    });
-  }
 }
diff --git a/talent-management/src/app/routes/positions/position-list.component.html b/talent-management/src/app/routes/positions/position-list.component.html
index 8c82bb2..a755d23 100644
--- a/talent-management/src/app/routes/positions/position-list.component.html
+++ b/talent-management/src/app/routes/positions/position-list.component.html
@@ -1,74 +1,5 @@
 <page-header></page-header>
 
-<!-- Semantic Position Search -->
-<mat-card class="nl-search-card" *ngIf="aiEnabled">
-  <mat-card-header>
-    <mat-card-title>
-      <mat-icon style="vertical-align: middle; margin-right: 8px;">auto_awesome</mat-icon>
-      Semantic Position Search
-    </mat-card-title>
-  </mat-card-header>
-  <mat-card-content>
-    <mat-form-field appearance="outline" style="width: 100%;">
-      <mat-label>Describe the position you're looking for…</mat-label>
-      <input
-        matInput
-        #semanticInput
-        [value]="semanticQuery"
-        (input)="onSemanticQueryChange(semanticInput.value)"
-        placeholder="e.g. senior software engineer in finance with high salary"
-      />
-      <mat-icon matSuffix>search</mat-icon>
-    </mat-form-field>
-
-    <div *ngIf="semanticLoading" style="display: flex; align-items: center; gap: 8px; margin-top: 8px;">
-      <mat-spinner diameter="20"></mat-spinner>
-      <span>Searching…</span>
-    </div>
-
-    <div *ngIf="semanticError" class="nl-error">{{ semanticError }}</div>
-
-    <div *ngIf="semanticResults !== null && !semanticLoading">
-      <div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 8px;">
-        <span class="nl-parsed-hint">{{ semanticResults.length }} result(s) found</span>
-        <button mat-stroked-button (click)="clearSemanticSearch()">
-          <mat-icon>clear</mat-icon> Clear
-        </button>
-      </div>
-
-      <table mat-table [dataSource]="semanticResults" class="position-table" style="width: 100%;">
-        <ng-container matColumnDef="score">
-          <th mat-header-cell *matHeaderCellDef>Score</th>
-          <td mat-cell *matCellDef="let r">{{ r.score | number:'1.3-3' }}</td>
-        </ng-container>
-
-        <ng-container matColumnDef="positionNumber">
-          <th mat-header-cell *matHeaderCellDef>Position #</th>
-          <td mat-cell *matCellDef="let r">{{ r.positionNumber }}</td>
-        </ng-container>
-
-        <ng-container matColumnDef="positionTitle">
-          <th mat-header-cell *matHeaderCellDef>Title</th>
-          <td mat-cell *matCellDef="let r">{{ r.positionTitle }}</td>
-        </ng-container>
-
-        <ng-container matColumnDef="departmentName">
-          <th mat-header-cell *matHeaderCellDef>Department</th>
-          <td mat-cell *matCellDef="let r">{{ r.departmentName }}</td>
-        </ng-container>
-
-        <ng-container matColumnDef="salaryRangeName">
-          <th mat-header-cell *matHeaderCellDef>Salary Range</th>
-          <td mat-cell *matCellDef="let r">{{ r.salaryRangeName }}</td>
-        </ng-container>
-
-        <tr mat-header-row *matHeaderRowDef="['score','positionNumber','positionTitle','departmentName','salaryRangeName']"></tr>
-        <tr mat-row *matRowDef="let row; columns: ['score','positionNumber','positionTitle','departmentName','salaryRangeName'];"></tr>
-      </table>
-    </div>
-  </mat-card-content>
-</mat-card>
-
 <mat-card>
   <mat-card-header>
     <mat-card-title>Positions</mat-card-title>
diff --git a/talent-management/src/app/routes/positions/position-list.component.ts b/talent-management/src/app/routes/positions/position-list.component.ts
index 081937d..934e77b 100644
--- a/talent-management/src/app/routes/positions/position-list.component.ts
+++ b/talent-management/src/app/routes/positions/position-list.component.ts
@@ -18,10 +18,9 @@ import { MatSort, MatSortModule, Sort } from '@angular/material/sort';
 import { PageHeader } from '@shared/components/page-header/page-header';
 import { HasRoleDirective } from '../../shared/directives/has-role.directive';
 import { Position, PagedResponse, QueryParams } from '../../models';
-import { PositionService, AiService, SemanticPositionResult } from '../../services/api';
+import { PositionService } from '../../services/api';
 import { OidcAuthService } from '../../core/authentication/oidc-auth.service';
-import { environment } from '../../../environments/environment';
-import { debounceTime, Subject, switchMap, catchError, of, takeUntil } from 'rxjs';
+import { debounceTime, Subject } from 'rxjs';
 
 @Component({
   selector: 'app-position-list',
@@ -49,7 +48,6 @@ import { debounceTime, Subject, switchMap, catchError, of, takeUntil } from 'rxj
 })
 export class PositionListComponent implements OnInit, AfterViewInit, OnDestroy {
   private positionService = inject(PositionService);
-  private aiService = inject(AiService);
   private authService = inject(OidcAuthService);
   private router = inject(Router);
   private dialog = inject(MatDialog);
@@ -61,14 +59,6 @@ export class PositionListComponent implements OnInit, AfterViewInit, OnDestroy {
   @ViewChild(MatSort) sort!: MatSort;
 
   positions: Position[] = [];
-
-  // Semantic search
-  aiEnabled = environment.aiEnabled;
-  semanticQuery = '';
-  semanticLoading = false;
-  semanticError = '';
-  semanticResults: SemanticPositionResult[] | null = null;
-  private semanticSearch$ = new Subject<string>();
   loading = false;
   displayedColumns: string[] = ['positionNumber', 'positionTitle', 'departmentId', 'salaryRangeId', 'actions'];
 
@@ -90,7 +80,6 @@ export class PositionListComponent implements OnInit, AfterViewInit, OnDestroy {
       this.loadPositions();
     });
 
-    this.setupSemanticSearch();
     this.loadPositions();
   }
 
@@ -103,46 +92,6 @@ export class PositionListComponent implements OnInit, AfterViewInit, OnDestroy {
     this.destroy$.complete();
   }
 
-  private setupSemanticSearch(): void {
-    this.semanticSearch$
-      .pipe(
-        debounceTime(600),
-        switchMap(query => {
-          if (!query || query.trim().length < 3) {
-            this.semanticResults = null;
-            this.semanticError = '';
-            return of(null);
-          }
-          this.semanticLoading = true;
-          this.semanticError = '';
-          return this.aiService.semanticPositionSearch(query.trim()).pipe(
-            catchError(err => {
-              this.semanticError = err?.error?.detail ?? 'Semantic search failed. Please try again.';
-              return of(null);
-            })
-          );
-        }),
-        takeUntil(this.destroy$)
-      )
-      .subscribe(results => {
-        this.semanticLoading = false;
-        if (results !== null) {
-          this.semanticResults = results;
-        }
-      });
-  }
-
-  onSemanticQueryChange(value: string): void {
-    this.semanticQuery = value;
-    this.semanticSearch$.next(value);
-  }
-
-  clearSemanticSearch(): void {
-    this.semanticQuery = '';
-    this.semanticResults = null;
-    this.semanticError = '';
-  }
-
   loadPositions(): void {
     this.loading = true;