diff --git a/transformers/vendors/fortinet_transformer.py b/transformers/vendors/fortinet_transformer.py
index 48804404..cd17d34c 100644
--- a/transformers/vendors/fortinet_transformer.py
+++ b/transformers/vendors/fortinet_transformer.py
@@ -5,6 +5,8 @@
 to convert between Fortinet-specific and universal data models.
 """
 
+import jmespath
+
 from transformers.action_mapper import ActionMapper
 from transformers.base_transformer import BaseTransformer
 from transformers.category_mapper import CategoryMapper
@@ -52,3 +54,29 @@
     CategoryMapper({value: key for key, value in FORTINET_CATEGORY_MAP.items()}),
     MetadataEnricher("fortinet"),
 ]
+
+JMESPATH_FLATTEN_URLS = """
+*[?modify_type!='Deleted'].*.data_urls.*.{
+    pattern: url,
+    action: `allow`,
+    category_id: 'Uncategorized',
+    list_name: @.name,
+    list_id: @.object_id,
+    type: @.data_type
+}
+"""
+
+def flatten_fortinet_jmespath(url_lists: dict) -> list[dict]:
+    """
+    Flatten Fortinet JSON using JMESPath.
+
+    Args:
+        url_lists: Nested Fortinet JSON URL list.
+
+    Returns:
+        Flat list of URL entries suitable for transformer input.
+    """
+    result = jmespath.search(JMESPATH_FLATTEN_URLS, url_lists)
+    # jmespath returns a nested list, flatten if needed
+    flat_result = [item for sublist in result for item in sublist] if result else []
+    return flat_result
diff --git a/transformers/vendors/netskope_transformer.py b/transformers/vendors/netskope_transformer.py
index c4e2e13a..ba3088e3 100644
--- a/transformers/vendors/netskope_transformer.py
+++ b/transformers/vendors/netskope_transformer.py
@@ -3,13 +3,14 @@
 This module defines transformers and mappings required to convert
 Netskope URL list configurations to and from the universal data model.
 """
-
 import re
 from typing import Any
 from typing import Dict
 from typing import List
 from typing import Optional
 
+import jmespath
+
 from transformers.action_mapper import ActionMapper
 from transformers.base_transformer import BaseTransformer
 from transformers.category_mapper import CategoryMapper
@@ -17,10 +18,38 @@
 from transformers.pattern_normalizer import PatternNormalizer
 from transformers.type_mapper import TypeMapper
 
+JMESPATH_NETSKOPE = """
+values(@)[?modify_type!='Deleted'].{
+  list_name: name,
+  list_id: object_id,
+  type: data_type,
+  urls: values(data_urls)
+}
+"""
+
+def flatten_netskope_jmespath(url_lists: dict) -> list[dict]:
+    """Flatten the structure using jmespath."""  
+    extracted = jmespath.search(JMESPATH_NETSKOPE, url_lists) or []
+    flat = []
+
+    for lst in extracted:
+        for entry in lst.get("urls", []):
+            url = entry.get("url")
+            if not url:
+                continue
+            flat.append({
+                "pattern": url,
+                "action": "allow",
+                "category_id": "Uncategorized",
+                "list_name": lst["list_name"],
+                "list_id": str(lst["list_id"]),
+                "type": lst["type"]
+            })
+    return flat
 
 class NetskopePatternNormalizer(BaseTransformer):
     """Normalize Netskope URL patterns for vendor compatibility.
-
+    
     This transformer converts universal URL patterns into Netskope-
     compatible formats: