diff --git a/admin/src/app/ai-moderation/page.tsx b/admin/src/app/ai-moderation/page.tsx
index 46bd465..4362bb9 100644
--- a/admin/src/app/ai-moderation/page.tsx
+++ b/admin/src/app/ai-moderation/page.tsx
@@ -146,26 +146,11 @@ export default function AIModerationPage() {
   const handleFileUpload = async (file: File) => {
     setUploading(true);
     try {
-      // Create FormData and upload to get a URL
-      const formData = new FormData();
-      formData.append('file', file);
-      
-      const response = await fetch('/api/v1/admin/upload-test-image', {
-        method: 'POST',
-        body: formData,
-        headers: {
-          'Authorization': `Bearer ${localStorage.getItem('token') || ''}`,
-        },
-      });
-      
-      if (!response.ok) {
-        throw new Error('Upload failed');
-      }
-      
-      const result = await response.json();
+      const result = await api.uploadTestImage(file);
       setTestInput(result.url);
       setUploadedFile(file);
     } catch (e: any) {
+      console.error('Upload error:', e);
       alert('Upload failed: ' + e.message);
     } finally {
       setUploading(false);
diff --git a/admin/src/lib/api.ts b/admin/src/lib/api.ts
index 8e408a1..3c6b9bb 100644
--- a/admin/src/lib/api.ts
+++ b/admin/src/lib/api.ts
@@ -438,6 +438,30 @@ class ApiClient {
     });
   }
 
+  async uploadTestImage(file: File) {
+    const formData = new FormData();
+    formData.append('file', file);
+    
+    const token = this.getToken();
+    const headers: Record<string, string> = {};
+    if (token) {
+      headers['Authorization'] = `Bearer ${token}`;
+    }
+    
+    const response = await fetch(`${API_BASE}/api/v1/admin/upload-test-image`, {
+      method: 'POST',
+      body: formData,
+      headers,
+    });
+    
+    if (!response.ok) {
+      const errorText = await response.text();
+      throw new Error(`Upload failed: ${response.status} - ${errorText}`);
+    }
+    
+    return response.json();
+  }
+
   // AI Moderation Audit Log
   async getAIModerationLog(params: { limit?: number; offset?: number; decision?: string; content_type?: string; search?: string; feedback?: string } = {}) {
     const qs = new URLSearchParams();