diff --git a/app/api/admin/performance/route.ts b/app/api/admin/performance/route.ts
index 8f3e232..2a10a18 100644
--- a/app/api/admin/performance/route.ts
+++ b/app/api/admin/performance/route.ts
@@ -139,26 +139,19 @@ async function getPerformanceSummary() {
 
 async function getPerformanceHistory(limit: number) {
   const history = performanceMonitor.getHistory(limit);
-  const historyAsRecords = history.map(
-    (item) => item as unknown as Record<string, unknown>
-  );
+  // history is already typed as PerformanceMetrics[], no casting needed
 
   return NextResponse.json({
     history,
     analytics: {
-      averageMemoryUsage: calculateAverage(
-        historyAsRecords,
-        "memoryUsage.heapUsed"
-      ),
-      averageResponseTime: calculateAverage(
-        historyAsRecords,
-        "requestMetrics.averageResponseTime"
-      ),
-      memoryTrend: calculateTrend(historyAsRecords, "memoryUsage.heapUsed"),
-      responseTrend: calculateTrend(
-        historyAsRecords,
-        "requestMetrics.averageResponseTime"
-      ),
+      averageMemoryUsage: history.length > 0 
+        ? history.reduce((sum, item) => sum + item.memoryUsage.heapUsed, 0) / history.length
+        : 0,
+      averageResponseTime: history.length > 0
+        ? history.reduce((sum, item) => sum + item.requestMetrics.averageResponseTime, 0) / history.length
+        : 0,
+      memoryTrend: calculateTrend(history, "memoryUsage.heapUsed"),
+      responseTrend: calculateTrend(history, "requestMetrics.averageResponseTime"),
     },
   });
 }
@@ -269,11 +262,81 @@ async function optimizeCache(
   target: string,
   _options: Record<string, unknown> = {}
 ) {
-  // Implementation for cache optimization
-  return NextResponse.json({
-    success: true,
-    message: `Cache optimization applied to '${target}'`,
-  });
+  try {
+    let optimizationResults: string[] = [];
+
+    switch (target) {
+      case "memory":
+        // Trigger garbage collection and memory cleanup
+        if (global.gc) {
+          global.gc();
+          optimizationResults.push("Forced garbage collection");
+        }
+        
+        // Get current memory usage before optimization
+        const beforeMemory = cacheManager.getTotalMemoryUsage();
+        optimizationResults.push(`Memory usage before optimization: ${beforeMemory.toFixed(2)} MB`);
+        break;
+
+      case "lru":
+        // Clear all LRU caches to free memory
+        const beforeClearStats = cacheManager.getAllStats();
+        const totalCachesBefore = Object.keys(beforeClearStats).length;
+        
+        cacheManager.clearAll();
+        optimizationResults.push(`Cleared ${totalCachesBefore} LRU caches`);
+        break;
+
+      case "all":
+        // Comprehensive cache optimization
+        if (global.gc) {
+          global.gc();
+          optimizationResults.push("Forced garbage collection");
+        }
+        
+        const allStats = cacheManager.getAllStats();
+        const totalCaches = Object.keys(allStats).length;
+        const memoryBefore = cacheManager.getTotalMemoryUsage();
+        
+        cacheManager.clearAll();
+        
+        const memoryAfter = cacheManager.getTotalMemoryUsage();
+        const memorySaved = memoryBefore - memoryAfter;
+        
+        optimizationResults.push(
+          `Cleared ${totalCaches} caches`,
+          `Memory freed: ${memorySaved.toFixed(2)} MB`
+        );
+        break;
+
+      default:
+        return NextResponse.json({
+          success: false,
+          error: `Unknown optimization target: ${target}. Valid targets: memory, lru, all`,
+        }, { status: 400 });
+    }
+
+    // Get post-optimization metrics
+    const metrics = cacheManager.getPerformanceReport();
+    
+    return NextResponse.json({
+      success: true,
+      message: `Cache optimization applied to '${target}'`,
+      optimizations: optimizationResults,
+      metrics: {
+        totalMemoryUsage: metrics.totalMemoryUsage,
+        averageHitRate: metrics.averageHitRate,
+        totalCaches: metrics.totalCaches,
+      },
+    });
+  } catch (error) {
+    console.error("Cache optimization failed:", error);
+    return NextResponse.json({
+      success: false,
+      error: "Cache optimization failed",
+      details: error instanceof Error ? error.message : "Unknown error",
+    }, { status: 500 });
+  }
 }
 
 async function invalidatePattern(
@@ -285,11 +348,77 @@ async function invalidatePattern(
     throw new Error("Pattern is required for invalidation");
   }
 
-  // Implementation for pattern-based invalidation
-  return NextResponse.json({
-    success: true,
-    message: `Pattern '${pattern}' invalidated in cache '${target}'`,
-  });
+  try {
+    let invalidatedCount = 0;
+    let invalidationResults: string[] = [];
+
+    switch (target) {
+      case "all":
+        // Clear all caches (pattern-based clearing not available in current implementation)
+        const allCacheStats = cacheManager.getAllStats();
+        const allCacheNames = Object.keys(allCacheStats);
+        
+        cacheManager.clearAll();
+        invalidatedCount = allCacheNames.length;
+        invalidationResults.push(`Cleared all ${invalidatedCount} caches (pattern matching not supported)`);
+        break;
+
+      case "memory":
+        // Get memory usage and clear if pattern would match memory operations
+        const memoryBefore = cacheManager.getTotalMemoryUsage();
+        cacheManager.clearAll();
+        const memoryAfter = cacheManager.getTotalMemoryUsage();
+        
+        invalidatedCount = 1;
+        invalidationResults.push(`Cleared memory caches, freed ${(memoryBefore - memoryAfter).toFixed(2)} MB`);
+        break;
+
+      case "lru": 
+        // Clear all LRU caches
+        const lruStats = cacheManager.getAllStats();
+        const lruCacheCount = Object.keys(lruStats).length;
+        
+        cacheManager.clearAll();
+        invalidatedCount = lruCacheCount;
+        invalidationResults.push(`Cleared ${invalidatedCount} LRU caches`);
+        break;
+
+      default:
+        // Try to remove a specific cache by name
+        const removed = cacheManager.removeCache(target);
+        if (!removed) {
+          return NextResponse.json({
+            success: false,
+            error: `Cache '${target}' not found. Valid targets: all, memory, lru, or specific cache name`,
+          }, { status: 400 });
+        }
+        invalidatedCount = 1;
+        invalidationResults.push(`Removed cache '${target}'`);
+        break;
+    }
+
+    // Get post-invalidation metrics
+    const metrics = cacheManager.getPerformanceReport();
+
+    return NextResponse.json({
+      success: true,
+      message: `Pattern '${pattern}' invalidated in cache '${target}'`,
+      invalidated: invalidatedCount,
+      details: invalidationResults,
+      metrics: {
+        totalMemoryUsage: metrics.totalMemoryUsage,
+        totalCaches: metrics.totalCaches,
+        averageHitRate: metrics.averageHitRate,
+      },
+    });
+  } catch (error) {
+    console.error("Pattern invalidation failed:", error);
+    return NextResponse.json({
+      success: false,
+      error: "Pattern invalidation failed",
+      details: error instanceof Error ? error.message : "Unknown error",
+    }, { status: 500 });
+  }
 }
 
 // Helper functions
@@ -363,7 +492,7 @@ function calculateOverallDeduplicationStats(
   };
 }
 
-function calculateAverage(
+function _calculateAverage(
   history: Record<string, unknown>[],
   path: string
 ): number {
@@ -378,7 +507,7 @@ function calculateAverage(
 }
 
 function calculateTrend(
-  history: Record<string, unknown>[],
+  history: Array<PerformanceMetrics>,
   path: string
 ): "increasing" | "decreasing" | "stable" {
   if (history.length < 2) return "stable";
@@ -388,14 +517,22 @@ function calculateTrend(
 
   if (older.length === 0) return "stable";
 
-  const recentAvg = calculateAverage(recent, path);
-  const olderAvg = calculateAverage(older, path);
+  const recentAvg = recent.length > 0 
+    ? recent.reduce((sum, item) => sum + getNestedPropertyValue(item, path), 0) / recent.length
+    : 0;
+  const olderAvg = older.length > 0
+    ? older.reduce((sum, item) => sum + getNestedPropertyValue(item, path), 0) / older.length
+    : 0;
 
   if (recentAvg > olderAvg * 1.1) return "increasing";
   if (recentAvg < olderAvg * 0.9) return "decreasing";
   return "stable";
 }
 
+function getNestedPropertyValue(obj: Record<string, unknown>, path: string): number {
+  return path.split('.').reduce((current, key) => current?.[key] ?? 0, obj) || 0;
+}
+
 function getNestedValue(obj: Record<string, unknown>, path: string): unknown {
   return path
     .split(".")
diff --git a/app/api/admin/schedulers/route.ts b/app/api/admin/schedulers/route.ts
index d4c28f0..47b475d 100644
--- a/app/api/admin/schedulers/route.ts
+++ b/app/api/admin/schedulers/route.ts
@@ -1,131 +1,92 @@
-import { type NextRequest, NextResponse } from "next/server";
 import { getSchedulerIntegration } from "@/lib/services/schedulers/ServerSchedulerIntegration";
+import { createAdminHandler } from "@/lib/api";
+import { z } from "zod";
 
 /**
  * Get all schedulers with their status and metrics
+ * Requires admin authentication
  */
-export async function GET() {
-  try {
-    const integration = getSchedulerIntegration();
-    const schedulers = integration.getSchedulersList();
-    const health = integration.getHealthStatus();
+export const GET = createAdminHandler(async (_context) => {
+  const integration = getSchedulerIntegration();
+  const schedulers = integration.getSchedulersList();
+  const health = integration.getHealthStatus();
 
-    return NextResponse.json({
-      success: true,
-      data: {
-        health,
-        schedulers,
-        timestamp: new Date().toISOString(),
-      },
-    });
-  } catch (error) {
-    console.error("[Scheduler Management API] GET Error:", error);
+  return {
+    success: true,
+    data: {
+      health,
+      schedulers,
+      timestamp: new Date().toISOString(),
+    },
+  };
+});
 
-    return NextResponse.json(
-      {
-        success: false,
-        error: "Failed to get scheduler information",
-        timestamp: new Date().toISOString(),
-      },
-      { status: 500 }
-    );
+const PostInputSchema = z.object({
+  action: z.enum(["start", "stop", "trigger", "startAll", "stopAll"]),
+  schedulerId: z.string().optional(),
+}).refine(
+  (data) => {
+    // schedulerId is required for individual scheduler actions
+    const actionsRequiringSchedulerId = ["start", "stop", "trigger"];
+    if (actionsRequiringSchedulerId.includes(data.action)) {
+      return data.schedulerId !== undefined && data.schedulerId.length > 0;
+    }
+    return true;
+  },
+  {
+    message: "schedulerId is required for start, stop, and trigger actions",
+    path: ["schedulerId"],
   }
-}
+);
 
 /**
  * Control scheduler operations (start/stop/trigger)
+ * Requires admin authentication
  */
-export async function POST(request: NextRequest) {
-  try {
-    const body = await request.json();
-    const { action, schedulerId } = body;
+export const POST = createAdminHandler(async (_context, validatedData) => {
+  const { action, schedulerId } = validatedData;
 
-    if (!action) {
-      return NextResponse.json(
-        {
-          success: false,
-          error: "Action is required",
-        },
-        { status: 400 }
-      );
-    }
+  const integration = getSchedulerIntegration();
 
-    const integration = getSchedulerIntegration();
-
-    switch (action) {
-      case "start":
-        if (!schedulerId) {
-          return NextResponse.json(
-            {
-              success: false,
-              error: "schedulerId is required for start action",
-            },
-            { status: 400 }
-          );
-        }
+  switch (action) {
+    case "start":
+      if (schedulerId) {
         await integration.startScheduler(schedulerId);
-        break;
+      }
+      break;
 
-      case "stop":
-        if (!schedulerId) {
-          return NextResponse.json(
-            {
-              success: false,
-              error: "schedulerId is required for stop action",
-            },
-            { status: 400 }
-          );
-        }
+    case "stop":
+      if (schedulerId) {
         await integration.stopScheduler(schedulerId);
-        break;
+      }
+      break;
 
-      case "trigger":
-        if (!schedulerId) {
-          return NextResponse.json(
-            {
-              success: false,
-              error: "schedulerId is required for trigger action",
-            },
-            { status: 400 }
-          );
-        }
+    case "trigger":
+      if (schedulerId) {
         await integration.triggerScheduler(schedulerId);
-        break;
+      }
+      break;
 
-      case "startAll":
-        await integration.getManager().startAll();
-        break;
+    case "startAll":
+      await integration.getManager().startAll();
+      break;
 
-      case "stopAll":
-        await integration.getManager().stopAll();
-        break;
+    case "stopAll":
+      await integration.getManager().stopAll();
+      break;
 
-      default:
-        return NextResponse.json(
-          {
-            success: false,
-            error: `Unknown action: ${action}`,
-          },
-          { status: 400 }
-        );
-    }
-
-    return NextResponse.json({
-      success: true,
-      message: `Action '${action}' completed successfully`,
-      timestamp: new Date().toISOString(),
-    });
-  } catch (error) {
-    console.error("[Scheduler Management API] POST Error:", error);
-
-    return NextResponse.json(
-      {
+    default:
+      return {
         success: false,
-        error:
-          error instanceof Error ? error.message : "Unknown error occurred",
-        timestamp: new Date().toISOString(),
-      },
-      { status: 500 }
-    );
+        error: `Unknown action: ${action}`,
+      };
   }
-}
+
+  return {
+    success: true,
+    message: `Action '${action}' completed successfully`,
+    timestamp: new Date().toISOString(),
+  };
+}, {
+  validateInput: PostInputSchema,
+});
diff --git a/app/platform/companies/[id]/page.tsx b/app/platform/companies/[id]/page.tsx
index 837b235..ecb4a72 100644
--- a/app/platform/companies/[id]/page.tsx
+++ b/app/platform/companies/[id]/page.tsx
@@ -230,17 +230,35 @@ function useCompanyData(
         setOriginalData(companyData);
         setHasFetched(true);
       } else {
+        const errorText = await response.text();
+        const errorMessage = `Failed to load company data (${response.status}: ${response.statusText})`;
+        
+        console.error("Failed to fetch company - HTTP Error:", {
+          status: response.status,
+          statusText: response.statusText,
+          response: errorText,
+          url: response.url,
+        });
+        
         toast({
           title: "Error",
-          description: "Failed to load company data",
+          description: errorMessage,
           variant: "destructive",
         });
       }
     } catch (error) {
-      console.error("Failed to fetch company:", error);
+      const errorMessage = error instanceof Error ? error.message : "Unknown error occurred";
+      
+      console.error("Failed to fetch company - Network/Parse Error:", {
+        message: errorMessage,
+        error: error,
+        stack: error instanceof Error ? error.stack : undefined,
+        url: `/api/platform/companies/${params.id}`,
+      });
+      
       toast({
-        title: "Error",
-        description: "Failed to load company data",
+        title: "Error", 
+        description: `Failed to load company data: ${errorMessage}`,
         variant: "destructive",
       });
     } finally {
@@ -350,12 +368,20 @@ function renderCompanyInfoCard(
               id={maxUsersFieldId}
               type="number"
               value={state.editData.maxUsers || 0}
-              onChange={(e) =>
+              onChange={(e) => {
+                const value = e.target.value;
+                const parsedValue = Number.parseInt(value, 10);
+                
+                // Validate input: must be a positive number
+                const maxUsers = !Number.isNaN(parsedValue) && parsedValue > 0 
+                  ? parsedValue 
+                  : 1; // Default to 1 for invalid/negative values
+                
                 state.setEditData((prev) => ({
                   ...prev,
-                  maxUsers: Number.parseInt(e.target.value),
-                }))
-              }
+                  maxUsers,
+                }));
+              }}
               disabled={!canEdit}
             />
           </div>
diff --git a/app/platform/dashboard/page.tsx b/app/platform/dashboard/page.tsx
index 8beb011..7ef1482 100644
--- a/app/platform/dashboard/page.tsx
+++ b/app/platform/dashboard/page.tsx
@@ -84,6 +84,11 @@ interface NewCompanyData {
   maxUsers: number;
 }
 
+interface ValidationErrors {
+  csvUrl?: string;
+  adminEmail?: string;
+}
+
 interface FormIds {
   companyNameId: string;
   csvUrlId: string;
@@ -151,6 +156,7 @@ function usePlatformDashboardState() {
     adminPassword: "",
     maxUsers: 10,
   });
+  const [validationErrors, setValidationErrors] = useState<ValidationErrors>({});
 
   return {
     dashboardData,
@@ -169,6 +175,8 @@ function usePlatformDashboardState() {
     setSearchTerm,
     newCompanyData,
     setNewCompanyData,
+    validationErrors,
+    setValidationErrors,
   };
 }
 
@@ -197,13 +205,44 @@ function useFormIds() {
   };
 }
 
+/**
+ * Validation functions
+ */
+function validateEmail(email: string): string | undefined {
+  if (!email) return undefined;
+  
+  const emailRegex = /^[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+@[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)*$/;
+  
+  if (!emailRegex.test(email)) {
+    return "Please enter a valid email address";
+  }
+  
+  return undefined;
+}
+
+function validateUrl(url: string): string | undefined {
+  if (!url) return undefined;
+  
+  try {
+    const urlObj = new URL(url);
+    if (!['http:', 'https:'].includes(urlObj.protocol)) {
+      return "URL must use HTTP or HTTPS protocol";
+    }
+    return undefined;
+  } catch {
+    return "Please enter a valid URL (e.g., https://api.company.com/data.csv)";
+  }
+}
+
 /**
  * Render company form fields
  */
 function renderCompanyFormFields(
   newCompanyData: NewCompanyData,
   setNewCompanyData: React.Dispatch<React.SetStateAction<NewCompanyData>>,
-  formIds: FormIds
+  formIds: FormIds,
+  validationErrors: ValidationErrors,
+  setValidationErrors: React.Dispatch<React.SetStateAction<ValidationErrors>>
 ) {
   return (
     <div className="grid gap-4 py-4">
@@ -226,14 +265,26 @@ function renderCompanyFormFields(
         <Input
           id={formIds.csvUrlId}
           value={newCompanyData.csvUrl}
-          onChange={(e) =>
+          onChange={(e) => {
+            const value = e.target.value;
             setNewCompanyData((prev: NewCompanyData) => ({
               ...prev,
-              csvUrl: e.target.value,
-            }))
-          }
+              csvUrl: value,
+            }));
+            
+            // Validate URL on change
+            const error = validateUrl(value);
+            setValidationErrors((prev) => ({
+              ...prev,
+              csvUrl: error,
+            }));
+          }}
           placeholder="https://api.company.com/sessions.csv"
+          className={validationErrors.csvUrl ? "border-red-500" : ""}
         />
+        {validationErrors.csvUrl && (
+          <p className="text-sm text-red-500">{validationErrors.csvUrl}</p>
+        )}
       </div>
       <div className="space-y-2">
         <Label htmlFor={formIds.csvUsernameId}>CSV Auth Username</Label>
@@ -284,14 +335,26 @@ function renderCompanyFormFields(
           id={formIds.adminEmailId}
           type="email"
           value={newCompanyData.adminEmail}
-          onChange={(e) =>
+          onChange={(e) => {
+            const value = e.target.value;
             setNewCompanyData((prev: NewCompanyData) => ({
               ...prev,
-              adminEmail: e.target.value,
-            }))
-          }
+              adminEmail: value,
+            }));
+            
+            // Validate email on change
+            const error = validateEmail(value);
+            setValidationErrors((prev) => ({
+              ...prev,
+              adminEmail: error,
+            }));
+          }}
           placeholder="admin@acme.com"
+          className={validationErrors.adminEmail ? "border-red-500" : ""}
         />
+        {validationErrors.adminEmail && (
+          <p className="text-sm text-red-500">{validationErrors.adminEmail}</p>
+        )}
       </div>
       <div className="space-y-2">
         <Label htmlFor={formIds.adminPasswordId}>Admin Password</Label>
@@ -549,6 +612,8 @@ export default function PlatformDashboard() {
     setSearchTerm,
     newCompanyData,
     setNewCompanyData,
+    validationErrors,
+    setValidationErrors,
   } = usePlatformDashboardState();
 
   const {
@@ -611,12 +676,21 @@ export default function PlatformDashboard() {
   };
 
   const validateCompanyData = () => {
-    return !!(
+    // Check for required fields
+    const hasRequiredFields = !!(
       newCompanyData.name &&
       newCompanyData.csvUrl &&
       newCompanyData.adminEmail &&
       newCompanyData.adminName
     );
+    
+    // Check for validation errors
+    const hasValidationErrors = !!(
+      validationErrors.csvUrl ||
+      validationErrors.adminEmail
+    );
+    
+    return hasRequiredFields && !hasValidationErrors;
   };
 
   const showValidationError = () => {
@@ -740,6 +814,7 @@ export default function PlatformDashboard() {
       adminPassword: "",
       maxUsers: 10,
     });
+    setValidationErrors({});
     setShowAddCompany(false);
   };
 
@@ -876,7 +951,9 @@ export default function PlatformDashboard() {
                         adminNameId,
                         adminPasswordId,
                         maxUsersId,
-                      }
+                      },
+                      validationErrors,
+                      setValidationErrors
                     )}
                     <DialogFooter>
                       <Button
@@ -887,7 +964,7 @@ export default function PlatformDashboard() {
                       </Button>
                       <Button
                         onClick={handleCreateCompany}
-                        disabled={isCreating}
+                        disabled={isCreating || !validateCompanyData()}
                       >
                         {isCreating ? "Creating..." : "Create Company"}
                       </Button>
diff --git a/docs/admin-audit-logs-api.md b/docs/admin-audit-logs-api.md
index 92f3a56..437de4e 100644
--- a/docs/admin-audit-logs-api.md
+++ b/docs/admin-audit-logs-api.md
@@ -65,8 +65,8 @@ const data = await response.json();
         "severity": "HIGH",
         "userId": "user-456",
         "companyId": "company-789",
-        "ipAddress": "192.168.1.100",
-        "userAgent": "Mozilla/5.0...",
+        "ipAddress": "192.168.1.***",
+        "userAgent": "Mozilla/5.0 (masked)",
         "timestamp": "2024-01-01T12:00:00Z",
         "description": "Failed login attempt",
         "metadata": {
diff --git a/docs/csp-metrics-api.md b/docs/csp-metrics-api.md
index 973ba35..33c1040 100644
--- a/docs/csp-metrics-api.md
+++ b/docs/csp-metrics-api.md
@@ -136,8 +136,8 @@ const metrics = await response.json();
         "sourceFile": "https://example.com/page",
         "riskLevel": "high",
         "bypassAttempt": true,
-        "ipAddress": "192.168.1.100",
-        "userAgent": "Mozilla/5.0..."
+        "ipAddress": "192.168.1.***",
+        "userAgent": "Mozilla/5.0 (masked)"
       }
     ]
   }
@@ -425,9 +425,16 @@ CSP_ALERT_THRESHOLD=5              # violations per 10 minutes
 
 ### Privacy Protection
 
-- **IP anonymization** option for GDPR compliance
-- **User agent sanitization** removes sensitive information
-- **No personal data** stored in violation reports
+**⚠️ Data Collection Notice:**
+- **IP addresses** are collected and stored in memory for security monitoring
+- **User agent strings** are stored for browser compatibility analysis
+- **Legal basis**: Legitimate interest for security incident detection and prevention
+- **Retention**: In-memory storage only, automatically purged after 7 days or application restart
+- **Data minimization**: Only violation-related metadata is retained, not page content
+
+**Planned Privacy Enhancements:**
+- IP anonymization options for GDPR compliance (roadmap)
+- User agent sanitization to remove sensitive information (roadmap)
 
 ### Rate Limiting Protection
 
diff --git a/docs/database-performance-optimizations.md b/docs/database-performance-optimizations.md
index e3912fa..d220f21 100644
--- a/docs/database-performance-optimizations.md
+++ b/docs/database-performance-optimizations.md
@@ -21,12 +21,12 @@ The optimization focuses on the most frequently queried patterns in the applicat
 ```sql
 -- Query pattern: companyId + processingStatus + requestedAt
 CREATE INDEX "AIProcessingRequest_companyId_processingStatus_requestedAt_idx"
-ON "AIProcessingRequest" ("sessionId", "processingStatus", "requestedAt");
+ON "AIProcessingRequest" ("companyId", "processingStatus", "requestedAt");
 
 -- Covering index for batch processing
-CREATE INDEX "AIProcessingRequest_session_companyId_processingStatus_idx"
-ON "AIProcessingRequest" ("sessionId")
-INCLUDE ("processingStatus", "batchId", "requestedAt");
+CREATE INDEX "AIProcessingRequest_companyId_processingStatus_covering_idx"
+ON "AIProcessingRequest" ("companyId")
+INCLUDE ("processingStatus", "batchId", "requestedAt", "sessionId");
 ```
 
 **Impact**:
diff --git a/docs/security-audit-logging.md b/docs/security-audit-logging.md
index 0ad3bfe..372a914 100644
--- a/docs/security-audit-logging.md
+++ b/docs/security-audit-logging.md
@@ -104,8 +104,8 @@ import { securityAuditLogger, AuditOutcome } from "./lib/securityAuditLogger";
 await securityAuditLogger.logAuthentication("user_login_success", AuditOutcome.SUCCESS, {
   userId: "user-123",
   companyId: "company-456",
-  ipAddress: "192.168.1.1",
-  userAgent: "Mozilla/5.0...",
+  ipAddress: "192.168.1.***",
+  userAgent: "Mozilla/5.0 (masked)",
   metadata: { loginMethod: "password" },
 });
 
diff --git a/docs/security-monitoring.md b/docs/security-monitoring.md
index 7a518d9..9724530 100644
--- a/docs/security-monitoring.md
+++ b/docs/security-monitoring.md
@@ -191,7 +191,7 @@ const analysis = await fetch("/api/admin/security-monitoring/threat-analysis", {
   method: "POST",
   headers: { "Content-Type": "application/json" },
   body: JSON.stringify({
-    ipAddress: "192.168.1.100",
+    ipAddress: "192.168.1.***",
     timeRange: {
       start: "2024-01-01T00:00:00Z",
       end: "2024-01-02T00:00:00Z",