diff --git a/samtranslator/model/connector/connector.py b/samtranslator/model/connector/connector.py
index fbde61f31..329e0c4a9 100644
--- a/samtranslator/model/connector/connector.py
+++ b/samtranslator/model/connector/connector.py
@@ -20,6 +20,8 @@
     ],
 )
 
+UNSUPPORTED_CONNECTOR_PROFILE_TYPE = "UNSUPPORTED_CONNECTOR_PROFILE_TYPE"
+
 
 class ConnectorResourceError(Exception):
     """
diff --git a/samtranslator/model/exceptions.py b/samtranslator/model/exceptions.py
index a0d563e7e..2d9b1cbf8 100644
--- a/samtranslator/model/exceptions.py
+++ b/samtranslator/model/exceptions.py
@@ -1,6 +1,7 @@
 from abc import ABC, abstractmethod
+from collections import defaultdict
 from enum import Enum
-from typing import List, Optional, Sequence, Union
+from typing import Any, Dict, List, Optional, Sequence, Union
 
 
 class ExpectedType(Enum):
@@ -16,12 +17,17 @@ class ExceptionWithMessage(ABC, Exception):
     def message(self) -> str:
         """Return the exception message."""
 
+    @property
+    def metadata(self) -> Optional[Dict[str, Any]]:
+        """Return the exception metadata."""
+
 
 class InvalidDocumentException(ExceptionWithMessage):
     """Exception raised when the given document is invalid and cannot be transformed.
 
     Attributes:
         message -- explanation of the error
+        metadata -- a dictionary of metadata (key, value pair)
         causes -- list of errors which caused this document to be invalid
     """
 
@@ -37,6 +43,17 @@ def message(self) -> str:
             len(self.causes)
         )
 
+    @property
+    def metadata(self) -> Dict[str, List[Any]]:
+        # Merge metadata in each exception to one single metadata dictionary
+        metadata_dict = defaultdict(list)
+        for cause in self.causes:
+            if not cause.metadata:
+                continue
+            for k, v in cause.metadata.items():
+                metadata_dict[k].append(v)
+        return metadata_dict
+
     @property
     def causes(self) -> Sequence[ExceptionWithMessage]:
         return self._causes
@@ -86,9 +103,12 @@ class InvalidResourceException(ExceptionWithMessage):
         message -- explanation of the error
     """
 
-    def __init__(self, logical_id: Union[str, List[str]], message: str) -> None:
+    def __init__(
+        self, logical_id: Union[str, List[str]], message: str, metadata: Optional[Dict[str, Any]] = None
+    ) -> None:
         self._logical_id = logical_id
         self._message = message
+        self._metadata = metadata
 
     def __lt__(self, other):  # type: ignore[no-untyped-def]
         return self._logical_id < other._logical_id
@@ -97,6 +117,10 @@ def __lt__(self, other):  # type: ignore[no-untyped-def]
     def message(self) -> str:
         return "Resource with id [{}] is invalid. {}".format(self._logical_id, self._message)
 
+    @property
+    def metadata(self) -> Optional[Dict[str, Any]]:
+        return self._metadata
+
 
 class InvalidResourcePropertyTypeException(InvalidResourceException):
     def __init__(
diff --git a/samtranslator/model/sam_resources.py b/samtranslator/model/sam_resources.py
index d87230912..ef7e0d8b1 100644
--- a/samtranslator/model/sam_resources.py
+++ b/samtranslator/model/sam_resources.py
@@ -32,6 +32,7 @@
 from samtranslator.model.architecture import ARM64, X86_64
 from samtranslator.model.cloudformation import NestedStack
 from samtranslator.model.connector.connector import (
+    UNSUPPORTED_CONNECTOR_PROFILE_TYPE,
     ConnectorResourceError,
     ConnectorResourceReference,
     add_depends_on,
@@ -1861,6 +1862,7 @@ def generate_resources(
             raise InvalidResourceException(
                 self.logical_id,
                 f"Unable to create connector from {source.resource_type} to {destination.resource_type}; it's not supported or the template is invalid.",
+                {UNSUPPORTED_CONNECTOR_PROFILE_TYPE: {source.resource_type: destination.resource_type}},
             )
 
         # removing duplicate permissions
diff --git a/tests/model/test_exceptions.py b/tests/model/test_exceptions.py
new file mode 100644
index 000000000..acf6e0baa
--- /dev/null
+++ b/tests/model/test_exceptions.py
@@ -0,0 +1,64 @@
+from unittest import TestCase
+
+from samtranslator.model.exceptions import (
+    DuplicateLogicalIdException,
+    InvalidResourceException,
+    InvalidDocumentException,
+    InvalidTemplateException,
+    InvalidEventException,
+)
+
+
+class TestExceptions(TestCase):
+    def setUp(self) -> None:
+        self.invalid_template = InvalidTemplateException("foo")
+        self.duplicate_id = DuplicateLogicalIdException("foo", "bar", "type")
+        self.invalid_resource = InvalidResourceException("foo", "bar")
+        self.invalid_event = InvalidEventException("foo", "bar")
+        self.invalid_resource_with_metadata = InvalidResourceException("foo-bar", "foo", {"hello": "world"})
+
+    def test_invalid_template(self):
+        self.assertEqual(self.invalid_template.metadata, None)
+        self.assertIn("Structure of the SAM template is invalid", self.invalid_template.message)
+
+    def test_duplicate_id(self):
+        self.assertEqual(self.duplicate_id.metadata, None)
+        self.assertIn("Transforming resource with id", self.duplicate_id.message)
+
+    def test_invalid_resource_without_metadata(self):
+        self.assertEqual(self.invalid_resource.metadata, None)
+        self.assertIn("Resource with id [foo] is invalid", self.invalid_resource.message)
+
+    def test_invalid_resource_with_metadata(self):
+        self.assertEqual(self.invalid_resource_with_metadata.metadata, {"hello": "world"})
+        self.assertIn("Resource with id [foo-bar] is invalid", self.invalid_resource_with_metadata.message)
+
+    def test_invalid_event(self):
+        self.assertEqual(self.invalid_event.metadata, None)
+        self.assertIn("Event with id [foo] is invalid.", self.invalid_event.message)
+
+    def test_invalid_document_exceptions(self):
+        unsupported_connector_profile = InvalidResourceException("hello", "world", {"KEY": {"C": "D"}})
+        unsupported_connector_profile2 = InvalidResourceException("foobar", "bar", {"KEY": {"A": "B"}})
+        self.assertEqual(unsupported_connector_profile.metadata, {"KEY": {"C": "D"}})
+        self.assertEqual(unsupported_connector_profile2.metadata, {"KEY": {"A": "B"}})
+
+        invalid_document_exception = InvalidDocumentException(
+            [
+                self.invalid_template,
+                self.duplicate_id,
+                self.invalid_resource,
+                self.invalid_event,
+                self.invalid_resource_with_metadata,
+                unsupported_connector_profile,
+                unsupported_connector_profile2,
+            ]
+        )
+        self.assertEqual(
+            "Invalid Serverless Application Specification document. Number of errors found: 7.",
+            invalid_document_exception.message,
+        )
+        self.assertEqual(
+            invalid_document_exception.metadata,
+            {"hello": ["world"], "KEY": [{"C": "D"}, {"A": "B"}]},
+        )