diff --git a/src/frontend/src/components/QuantDataGrid.vue b/src/frontend/src/components/QuantDataGrid.vue
index 1c04b91a..495f8fb6 100644
--- a/src/frontend/src/components/QuantDataGrid.vue
+++ b/src/frontend/src/components/QuantDataGrid.vue
@@ -10,8 +10,12 @@ const props = defineProps<{
   filename?: string;
 }>();
 
-const emit = defineEmits(['row-selected', 'cell-value-changed']);
+const emit = defineEmits(['row-selected', 'cell-value-changed', 'cell-double-clicked']);
 const gridApi = ref<GridApi | null>(null);
+
+const onCellDoubleClicked = (event: any) => {
+  emit('cell-double-clicked', event);
+};
 const selectedCount = ref(0);
 const quickFilterText = ref('');
 const isExportMenuOpen = ref(false);
@@ -141,6 +145,7 @@ defineExpose({ exportToExcel: exportToCsv, resetGridState, autoSizeColumns, grid
         @grid-ready="onGridReady"
         @selection-changed="onSelectionChanged"
         @cell-value-changed="onCellValueChanged"
+        @cell-double-clicked="onCellDoubleClicked"
       />
     </div>
   </div>
diff --git a/src/frontend/src/composables/useSystemSettings.ts b/src/frontend/src/composables/useSystemSettings.ts
index d21dce46..22db2e2b 100644
--- a/src/frontend/src/composables/useSystemSettings.ts
+++ b/src/frontend/src/composables/useSystemSettings.ts
@@ -42,7 +42,7 @@ export function useSystemSettings() {
   const isBatchRunning = ref(false);
   const batchProgress = ref(0);
   const dbConnections = ref(4);
-  const aiRecommendation = ref<string | null>('🤖 AI AX Recommendation: RSI 상한값을 70.0에서 68.5로 보정 시 슬리피지 0.14% 감소가 예측됩니다.');
+  const aiRecommendation = ref<string | null>('🤖 AI AX Insights: 그리드 레코드를 선택하면 도메인 맞춤 실시간 리스크/팩터 지능 분석이 표시됩니다.');
 
   const liveLogs = ref<string[]>([
     '[14:00:01] [INFO] SignalR WebSocket Hub connected to wss://localhost:5173/hub',
@@ -73,6 +73,29 @@ export function useSystemSettings() {
     });
   });
 
+  const selectItemWithInsight = (item: SettingItem, editMode: boolean = false) => {
+    selectedItem.value = JSON.parse(JSON.stringify(item));
+    isEditMode.value = editMode;
+    updateAiInsightForSelectedItem(item);
+  };
+
+  const updateAiInsightForSelectedItem = (item: SettingItem) => {
+    if (item.domain === 'WMS') {
+      aiRecommendation.value = `🤖 AI AX Insights [WMS 자산]: ${item.setting_key} (값: ${item.setting_value}) - D+2 즉시방어 현금목표 안전율 100% 충족 상태입니다.`;
+    } else if (item.domain === 'OMS') {
+      aiRecommendation.value = `📉 AI AX Insights [OMS 주문]: ${item.setting_key} (값: ${item.setting_value}) - 호가 스프레드 백테스트 기반 슬리피지 0.14% 최적화 상태입니다.`;
+    } else if (item.domain === 'ERP') {
+      aiRecommendation.value = `📑 AI AX Insights [ERP 재무]: ${item.setting_key} (값: ${item.setting_value}) - Maker-Checker 결재 릴레이 승인 완료 및 세무 계정 정합성이 검증되었습니다.`;
+    }
+  };
+
+  const quickChangeStatus = (newStatus: 'ACTIVE' | 'WARNING' | 'BLOCKED') => {
+    if (!selectedItem.value) return;
+    selectedItem.value.status = newStatus;
+    saveDetailForm();
+    showToast(`⚡ 상태가 [${newStatus}]로 즉시 변경되었습니다.`, newStatus === 'ACTIVE' ? 'success' : newStatus === 'WARNING' ? 'warning' : 'error');
+  };
+
   const loadData = async () => {
     items.value = [
       { 
@@ -100,7 +123,7 @@ export function useSystemSettings() {
       }
     ];
     if (items.value.length > 0) {
-      selectedItem.value = JSON.parse(JSON.stringify(items.value[0]));
+      selectItemWithInsight(items.value[0]);
     }
   };
 
@@ -115,7 +138,7 @@ export function useSystemSettings() {
       audit_history: [{ timestamp: new Date().toISOString().slice(0, 16).replace('T', ' '), user: 'admin_kjh', change: '기존 항목 기반 복제 생성' }]
     };
     items.value.unshift(cloned);
-    selectedItem.value = cloned;
+    selectItemWithInsight(cloned, true);
     showToast(`📋 [${cloned.setting_key}] 항목이 복제 생성되었습니다.`, 'success');
   };
 
@@ -160,7 +183,11 @@ export function useSystemSettings() {
     if (confirm(`[${selectedItem.value.setting_key}] 항목을 삭제하시겠습니까?`)) {
       liveLogs.value.unshift(`[${new Date().toLocaleTimeString()}] [DELETE] Deleted key: ${selectedItem.value.setting_key}`);
       items.value = items.value.filter(i => i.id !== selectedItem.value?.id);
-      selectedItem.value = items.value.length > 0 ? items.value[0] : null;
+      if (items.value.length > 0) {
+        selectItemWithInsight(items.value[0]);
+      } else {
+        selectedItem.value = null;
+      }
       showToast('항목이 삭제되었습니다.', 'warning');
     }
   };
@@ -177,6 +204,6 @@ export function useSystemSettings() {
     isOmsModalOpen, isWmsModalOpen, isErpModalOpen, isModalOpen, isGuideModalOpen, isEditMode,
     masterPanelWidth, isDraggingSplitter, pingMs, isBatchRunning, batchProgress, dbConnections, aiRecommendation,
     liveLogs, items, selectedItem, toastMessage, filteredItems,
-    showToast, loadData, cloneSelectedItem, runFactorBatch, saveDetailForm, deleteSelectedItem, setSplitRatio
+    showToast, loadData, selectItemWithInsight, quickChangeStatus, cloneSelectedItem, runFactorBatch, saveDetailForm, deleteSelectedItem, setSplitRatio
   };
 }
diff --git a/src/frontend/src/views/SystemSettingsView.vue b/src/frontend/src/views/SystemSettingsView.vue
index 95b717e0..d6f0de51 100644
--- a/src/frontend/src/views/SystemSettingsView.vue
+++ b/src/frontend/src/views/SystemSettingsView.vue
@@ -18,7 +18,7 @@ const {
   isOmsModalOpen, isWmsModalOpen, isErpModalOpen, isModalOpen, isGuideModalOpen, isEditMode,
   masterPanelWidth, isDraggingSplitter, pingMs, isBatchRunning, batchProgress, dbConnections, aiRecommendation,
   liveLogs, items, selectedItem, toastMessage, filteredItems,
-  showToast, loadData, cloneSelectedItem, runFactorBatch, saveDetailForm, deleteSelectedItem, setSplitRatio
+  showToast, loadData, selectItemWithInsight, quickChangeStatus, cloneSelectedItem, runFactorBatch, saveDetailForm, deleteSelectedItem, setSplitRatio
 } = useSystemSettings();
 
 const omsOrderForm = ref({ symbol: '005930 (삼성전자)', orderType: 'LIMIT', price: '72,500', qty: '100' });
@@ -51,8 +51,14 @@ const columnDefs = ref<ColDef[]>([
 
 const handleRowSelect = (rows: any[]) => {
   if (rows.length > 0) {
-    selectedItem.value = JSON.parse(JSON.stringify(rows[0]));
-    isEditMode.value = false;
+    selectItemWithInsight(rows[0], false);
+  }
+};
+
+const handleCellDoubleClicked = (params: any) => {
+  if (params && params.data) {
+    selectItemWithInsight(params.data, true);
+    showToast(`✏️ [${params.data.setting_key}] 항목이 더블클릭되어 편집 모드로 자동 전환되었습니다.`, 'success');
   }
 };
 
@@ -162,6 +168,7 @@ const triggerExport = (fmt: string) => {
             :rowData="filteredItems"
             rowSelection="single"
             @row-selected="handleRowSelect"
+            @cell-double-clicked="handleCellDoubleClicked"
           />
         </div>
         <div class="panel-footer">
@@ -246,7 +253,12 @@ const triggerExport = (fmt: string) => {
           </div>
 
           <div class="form-row">
-            <QuantLabel text="상태 제어" />
+            <QuantLabel text="상태 제어 (Quick Toggle)" />
+            <div class="quick-status-toggle-bar">
+              <button class="status-toggle-btn active" @click="quickChangeStatus('ACTIVE')">⚡ ACTIVE로 변경</button>
+              <button class="status-toggle-btn warning" @click="quickChangeStatus('WARNING')">⚠️ WARNING으로 변경</button>
+              <button class="status-toggle-btn blocked" @click="quickChangeStatus('BLOCKED')">🚨 BLOCKED로 변경</button>
+            </div>
             <QuantRadio 
               v-model="selectedItem.status" 
               name="statusRadio"
@@ -427,6 +439,26 @@ const triggerExport = (fmt: string) => {
   user-select: none;
 }
 
+.quick-status-toggle-bar {
+  display: flex;
+  gap: 6px;
+  margin-bottom: 4px;
+}
+
+.status-toggle-btn {
+  padding: 3px 8px;
+  font-size: 0.65rem;
+  font-weight: 700;
+  border: none;
+  border-radius: 4px;
+  cursor: pointer;
+  color: white;
+}
+
+.status-toggle-btn.active { background-color: #166534; }
+.status-toggle-btn.warning { background-color: #D97706; }
+.status-toggle-btn.blocked { background-color: #DC2626; }
+
 .draft-saved-chip {
   font-size: 0.65rem;
   font-weight: 700;