diff --git a/apps/web/src/components/panels/DriftPanel.tsx b/apps/web/src/components/panels/DriftPanel.tsx
index 7de7320a..209dcff2 100644
--- a/apps/web/src/components/panels/DriftPanel.tsx
+++ b/apps/web/src/components/panels/DriftPanel.tsx
@@ -29,8 +29,8 @@ interface DriftReport {
   high_count: number
   medium_count: number
   info_count: number
-  interpretation: string | null
-  status: 'pending' | 'acknowledged' | 'rolled_back' | 'adopted' | 'ignored'
+  interpretation: DriftInterpretationValue
+  status: 'pending' | 'resolved' | 'acknowledged' | 'rolled_back' | 'adopted' | 'ignored'
   created_at: string
   resolved_at: string | null
 }
@@ -42,9 +42,19 @@ interface ScanResult {
   medium_count: number
   info_count: number
   has_critical_drift: boolean
-  interpretation: string | null
+  interpretation: DriftInterpretationValue
 }
 
+type DriftInterpretationValue =
+  | string
+  | {
+      intent?: string | null
+      explanation?: string | null
+      risk?: string | null
+      confidence?: number | null
+    }
+  | null
+
 interface DriftFingerprintState {
   namespace?: string
   fingerprint?: string
@@ -98,6 +108,19 @@ const fmtTime = (iso: string) => {
   }
 }
 
+const formatInterpretation = (value: DriftInterpretationValue) => {
+  if (!value) return null
+  if (typeof value === 'string') return value
+  const meta = [
+    value.intent,
+    value.risk,
+    typeof value.confidence === 'number' ? `${Math.round(value.confidence * 100)}%` : null,
+  ].filter(Boolean).join(' / ')
+  const explanation = value.explanation || ''
+  if (meta && explanation) return `${meta} — ${explanation}`
+  return meta || explanation || null
+}
+
 // =============================================================================
 // Sub-components
 // =============================================================================
@@ -140,6 +163,7 @@ function DriftLevelBadge({ high, medium, info, t }: {
 function StatusBadge({ status, t }: { status: DriftReport['status']; t: (k: string) => string }) {
   const styles: Record<string, string> = {
     pending:  'bg-status-warning/10 text-status-warning border-status-warning/20',
+    resolved: 'bg-status-healthy/10 text-status-healthy border-status-healthy/20',
     acknowledged: 'bg-neutral-100 text-neutral-500 border-neutral-200',
     rolled_back: 'bg-status-healthy/10 text-status-healthy border-status-healthy/20',
     adopted: 'bg-status-healthy/10 text-status-healthy border-status-healthy/20',
@@ -340,9 +364,9 @@ export function DriftPanel() {
               </span>
             )}
           </div>
-          {scanResult.interpretation && (
+          {formatInterpretation(scanResult.interpretation) && (
             <p className="mt-1.5 text-neutral-600 font-normal pl-5">
-              {scanResult.interpretation}
+              {formatInterpretation(scanResult.interpretation)}
             </p>
           )}
         </div>
@@ -397,9 +421,9 @@ export function DriftPanel() {
                     </span>
                   </div>
                 </div>
-                {report.interpretation && (
+                {formatInterpretation(report.interpretation) && (
                   <p className="mt-2 text-[11px] text-neutral-500 pl-1 border-l-2 border-neutral-100">
-                    {report.interpretation}
+                    {formatInterpretation(report.interpretation)}
                   </p>
                 )}
                 <div className="flex items-center gap-4 mt-2 text-[10px] text-neutral-400">