diff --git a/assistant_skill_analysis/utils/skills_util.py b/assistant_skill_analysis/utils/skills_util.py
index e8d913b..d5e6e0a 100644
--- a/assistant_skill_analysis/utils/skills_util.py
+++ b/assistant_skill_analysis/utils/skills_util.py
@@ -179,6 +179,15 @@ def retrieve_workspace(skill_id, conversation, export_flag=True):
     return ws_json.get_result()
 
 
+def _get_intent_name_from_action_condition(condition: dict):
+    if "intent" in condition and condition["intent"] is not None:
+        return condition["intent"]
+    for v in condition.values():
+        if isinstance(v, list):
+            for cond in v:
+                return _get_intent_name_from_action_condition(cond)
+
+
 def parse_workspace_json(workspace_json):
     """
     Parse workspace json and returns list of utterances, list of intents, and list of entities, and intent to action title mapping
@@ -202,13 +211,17 @@ def parse_workspace_json(workspace_json):
 
     else:
         # intent name to action title mapping for readability
-        raw_intent_name_to_action_title_mapping = {
-            action["condition"]["intent"]: action["title"]
-            for action in workspace_json["workspace"]["actions"]
-            if action.get("condition", {}).get("intent")
-        }
+        raw_intent_name_to_action_title_mapping = {}
+        for action in workspace_json["workspace"]["actions"]:
+            possible_intent = _get_intent_name_from_action_condition(action.get("condition", {}))
+            if possible_intent:
+                raw_intent_name_to_action_title_mapping[possible_intent] = action["title"]
         for intent in workspace_json["workspace"]["intents"]:
-            action_title = raw_intent_name_to_action_title_mapping[intent["intent"]]
+            intent_name = intent["intent"]
+            action_title = raw_intent_name_to_action_title_mapping.get(intent_name)
+            if action_title is None:
+                raw_intent_name_to_action_title_mapping[intent_name] = intent_name
+                action_title = intent_name
             for example in intent["examples"]:
                 utterances.append(example["text"])
                 intents.append(action_title)
diff --git a/requirements.txt b/requirements.txt
index 2e4a227..6741f04 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -6,7 +6,7 @@ tabulate
 matplotlib
 nltk
 seaborn
-ibm-watson>=4.5.0
+ibm-watson>=9.0.0
 scipy>=1.2.0
 jupyter
 spacy~=2.3.2
diff --git a/tests/utils/test_skills_util.py b/tests/utils/test_skills_util.py
index b287fab..f637fb7 100644
--- a/tests/utils/test_skills_util.py
+++ b/tests/utils/test_skills_util.py
@@ -62,6 +62,28 @@ def test_extract_workspace_data(self):
             len(workspace_pd["intent"].unique()), 9, "Extract workspace failed"
         )
 
+    def test_parse_intent_from_action_condition(self):
+
+        data = {
+          "intent": "action_10017_intent_27671"
+        }
+        self.assertEqual(
+            skills_util._get_intent_name_from_action_condition(data), "action_10017_intent_27671"
+        )
+        data = {
+          "and": [
+            {
+              "intent": "action_15841_intent_20012"
+            },
+            {
+              "expression": "false"
+            }
+          ]
+        }
+        self.assertEqual(
+            skills_util._get_intent_name_from_action_condition(data), "action_15841_intent_20012"
+        )
+
     @classmethod
     def tearDownClass(cls):
         cls.skill_file.close()