diff --git a/backend/engine/engine.py b/backend/engine/engine.py
index 76a906a9..98db7b88 100644
--- a/backend/engine/engine.py
+++ b/backend/engine/engine.py
@@ -864,19 +864,6 @@ async def model_engine(body: PlanTriggerRequest):
                     "epc_page_rrn": epc_page_source.get("rrn"),
                 })
 
-        # TODO - delete me (finding the entries in epc data that are not in epc record
-        example_property = input_properties[0]
-        example_epc_record = example_property.epc_record
-        example_epc_data = example_property.data
-
-        epc_record_dir = dir(example_epc_record)
-
-        missed_keys = []
-        for k in example_epc_data.keys():
-            k_replaced = k.replace("-", "_")
-            if k_replaced not in epc_record_dir:
-                missed_keys.append(k_replaced)
-
         if not input_properties:
             return Response(status_code=204)