diff --git a/merlin/systems/dag/ops/faiss.py b/merlin/systems/dag/ops/faiss.py
index 1e7630645..dcd251431 100644
--- a/merlin/systems/dag/ops/faiss.py
+++ b/merlin/systems/dag/ops/faiss.py
@@ -202,11 +202,6 @@ def compute_input_schema(
         input_schema = super().compute_input_schema(
             root_schema, parents_schema, deps_schema, selector
         )
-        if len(input_schema.column_schemas) > 1:
-            raise ValueError(
-                "More than one input has been detected for this node,"
-                / f"inputs received: {input_schema.column_names}"
-            )
         return input_schema
 
     def compute_output_schema(
@@ -237,6 +232,15 @@ def compute_output_schema(
             ]
         )
 
+    def validate_schemas(
+        self, parents_schema, deps_schema, input_schema, output_schema, strict_dtypes=False
+    ):
+        if len(input_schema.column_schemas) > 1:
+            raise ValueError(
+                "More than one input has been detected for this node,"
+                / f"inputs received: {input_schema.column_names}"
+            )
+
 
 def setup_faiss(item_vector, output_path: str):
     """
diff --git a/merlin/systems/dag/ops/session_filter.py b/merlin/systems/dag/ops/session_filter.py
index 2b1a85c4e..914ac7af4 100644
--- a/merlin/systems/dag/ops/session_filter.py
+++ b/merlin/systems/dag/ops/session_filter.py
@@ -110,24 +110,6 @@ def compute_input_schema(
             root_schema, parents_schema, deps_schema, selector
         )
 
-        if len(parents_schema.column_schemas) > 1:
-            raise ValueError(
-                "More than one input has been detected for this node,"
-                / f"inputs received: {input_schema.column_names}"
-            )
-        if len(deps_schema.column_schemas) > 1:
-            raise ValueError(
-                "More than one dependency input has been detected"
-                / f"for this node, inputs received: {input_schema.column_names}"
-            )
-
-        # 1 for deps and 1 for parents
-        if len(input_schema.column_schemas) > 2:
-            raise ValueError(
-                "More than one input has been detected for this node,"
-                / f"inputs received: {input_schema.column_names}"
-            )
-
         self._input_col = parents_schema.column_names[0]
         self._filter_out_col = deps_schema.column_names[0]
 
@@ -157,6 +139,27 @@ def compute_output_schema(
         """
         return Schema([ColumnSchema("filtered_ids", dtype=np.int32, is_list=False)])
 
+    def validate_schemas(
+        self, parents_schema, deps_schema, input_schema, output_schema, strict_dtypes=False
+    ):
+        if len(parents_schema.column_schemas) > 1:
+            raise ValueError(
+                "More than one input has been detected for this node,"
+                / f"inputs received: {input_schema.column_names}"
+            )
+        if len(deps_schema.column_schemas) > 1:
+            raise ValueError(
+                "More than one dependency input has been detected"
+                / f"for this node, inputs received: {input_schema.column_names}"
+            )
+
+        # 1 for deps and 1 for parents
+        if len(input_schema.column_schemas) > 2:
+            raise ValueError(
+                "More than one input has been detected for this node,"
+                / f"inputs received: {input_schema.column_names}"
+            )
+
     def transform(self, df: InferenceDataFrame):
         """
         Transform input dataframe to output dataframe using function logic.