diff --git a/openmetadata-service/src/main/java/org/openmetadata/service/jdbi3/EntityRepository.java b/openmetadata-service/src/main/java/org/openmetadata/service/jdbi3/EntityRepository.java
index d882b14fa32..254fef7bc02 100644
--- a/openmetadata-service/src/main/java/org/openmetadata/service/jdbi3/EntityRepository.java
+++ b/openmetadata-service/src/main/java/org/openmetadata/service/jdbi3/EntityRepository.java
@@ -4156,7 +4156,11 @@ public abstract class EntityRepository<T extends EntityInterface> {
 
       if (targetFQN != null) {
         TagLabel tagLabel = tagFQNLabelMap.get(tagWithHash.getTagFQN());
-        tagsMap.computeIfAbsent(targetFQN, k -> new ArrayList<>()).add(tagLabel);
+        if (tagLabel != null) {
+          tagsMap.computeIfAbsent(targetFQN, k -> new ArrayList<>()).add(tagLabel);
+        } else {
+          LOG.warn("Missing TagLabel for TagFQN in batch Fetch Tags: {}", tagWithHash.getTagFQN());
+        }
       }
     }
 
diff --git a/openmetadata-service/src/main/java/org/openmetadata/service/resources/tags/TagLabelUtil.java b/openmetadata-service/src/main/java/org/openmetadata/service/resources/tags/TagLabelUtil.java
index fdd952882f8..9d22764e042 100644
--- a/openmetadata-service/src/main/java/org/openmetadata/service/resources/tags/TagLabelUtil.java
+++ b/openmetadata-service/src/main/java/org/openmetadata/service/resources/tags/TagLabelUtil.java
@@ -23,6 +23,7 @@ import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import java.util.Set;
 import java.util.TreeSet;
 import java.util.stream.Collectors;
@@ -105,14 +106,18 @@ public class TagLabelUtil {
       return tagLabels;
     }
 
-    // Filter out all the derived tags
     List<TagLabel> filteredTags =
-        tagLabels.stream().filter(tag -> tag.getLabelType() != TagLabel.LabelType.DERIVED).toList();
+        tagLabels.stream()
+            .filter(Objects::nonNull)
+            .filter(tag -> tag.getLabelType() != TagLabel.LabelType.DERIVED)
+            .toList();
 
     List<TagLabel> updatedTagLabels = new ArrayList<>();
     EntityUtil.mergeTags(updatedTagLabels, filteredTags);
     for (TagLabel tagLabel : tagLabels) {
-      EntityUtil.mergeTags(updatedTagLabels, getDerivedTags(tagLabel));
+      if (tagLabel != null) {
+        EntityUtil.mergeTags(updatedTagLabels, getDerivedTags(tagLabel));
+      }
     }
     updatedTagLabels.sort(compareTagLabel);
     return updatedTagLabels;