diff --git a/app/routes/documents.py b/app/routes/documents.py
index 04c9686..4700e6d 100644
--- a/app/routes/documents.py
+++ b/app/routes/documents.py
@@ -2435,6 +2435,8 @@ def document_detail(document_id: str, request: Request, queue: str | None = None
 
     latest_vision_output = None
     vision_analysis_json = None
+    vision_candidate_fields = []
+    vision_field_suggestions = []
     try:
         DocumentVisionAnalysisOutput.__table__.create(bind=db.get_bind(), checkfirst=True)
         latest_vision_output = (
@@ -2450,6 +2452,16 @@ def document_detail(document_id: str, request: Request, queue: str | None = None
         latest_vision_output = None
         vision_analysis_json = None
 
+    vision_source_json = layout_source_json if isinstance(layout_source_json, dict) else {}
+
+    if current_text_version and isinstance(getattr(current_text_version, "layout_json", None), dict):
+        current_layout_json = current_text_version.layout_json
+        if current_layout_json.get("vision_candidate_fields") or current_layout_json.get("vision_field_suggestions"):
+            vision_source_json = current_layout_json
+
+    vision_candidate_fields = vision_source_json.get("vision_candidate_fields") or []
+    vision_field_suggestions = vision_source_json.get("vision_field_suggestions") or []
+
     diagnostic_outputs = []
     try:
         diagnostic_outputs = list_candidate_outputs(db.connection(), document.id)
@@ -2559,6 +2571,8 @@ def document_detail(document_id: str, request: Request, queue: str | None = None
             "diagnostic_outputs": diagnostic_outputs,
             "latest_vision_output": latest_vision_output,
             "vision_analysis_json": vision_analysis_json,
+            "vision_candidate_fields": vision_candidate_fields,
+            "vision_field_suggestions": vision_field_suggestions,
               "overlay_page_data": overlay_page_data,
               "layout_review_pages": layout_review_pages,
             "replica_clean_output": replica_clean_output,
diff --git a/app/templates/documents/detail.html b/app/templates/documents/detail.html
index 22ff9c9..f0dca3e 100644
--- a/app/templates/documents/detail.html
+++ b/app/templates/documents/detail.html
@@ -1987,11 +1987,40 @@ document.addEventListener("DOMContentLoaded", () => {
       </div>
     </div>
 
-{% set vision_fields = [] %}
-{% if vision_analysis_json and vision_analysis_json.get("vision_candidate_fields") %}
-  {% set vision_fields = vision_analysis_json.get("vision_candidate_fields") %}
-{% elif layout_review_pages and layout_review_pages[0].get("vision_candidate_fields") %}
-  {% set vision_fields = layout_review_pages[0].get("vision_candidate_fields") %}
+{% set vision_fields = vision_candidate_fields or [] %}
+{% set vision_suggestions = vision_field_suggestions or [] %}
+
+{% if vision_suggestions %}
+  <div class="detail-card" style="margin:0.75rem 0; border-left:4px solid #16a34a;">
+    <div style="display:flex; justify-content:space-between; gap:1rem; align-items:center;">
+      <h3 style="margin:0;">Vision Field Suggestions</h3>
+      <span style="font-size:0.85rem; color:#64748b;">{{ vision_suggestions|length }} suggestions</span>
+    </div>
+    <div style="margin-top:0.5rem; overflow-x:auto;">
+      <table class="data-table" style="width:100%;">
+        <thead>
+          <tr>
+            <th>Action</th>
+            <th>Field</th>
+            <th>Value</th>
+            <th>Confidence</th>
+            <th>OCR Conf.</th>
+          </tr>
+        </thead>
+        <tbody>
+          {% for suggestion in vision_suggestions[:12] %}
+            <tr>
+              <td>{{ suggestion.get("action", "") }}</td>
+              <td>{{ suggestion.get("target_field", "") }}</td>
+              <td><code>{{ suggestion.get("value", "") }}</code></td>
+              <td>{{ suggestion.get("confidence", "") }}</td>
+              <td>{{ suggestion.get("ocr_confidence", "") }}</td>
+            </tr>
+          {% endfor %}
+        </tbody>
+      </table>
+    </div>
+  </div>
 {% endif %}
 
 {% if vision_fields %}