diff --git a/frappe/utils/data.py b/frappe/utils/data.py
index df78493eff..94fa3c642e 100644
--- a/frappe/utils/data.py
+++ b/frappe/utils/data.py
@@ -640,12 +640,17 @@ def get_time(
 		return time_str
 	elif isinstance(time_str, datetime.timedelta):
 		return (datetime.datetime.min + time_str).time()
+
 	try:
-		return parser.parse(time_str).time()
-	except ParserError as e:
-		if "day" in e.args[1] or "hour must be in" in e.args[0]:
-			return (datetime.datetime.min + parse_timedelta(time_str)).time()
-		raise e
+		# PERF: Our DATE_FORMAT is same as ISO format.
+		return datetime.time.fromisoformat(time_str)
+	except ValueError:
+		try:
+			return parser.parse(time_str).time()
+		except ParserError as e:
+			if "day" in e.args[1] or "hour must be in" in e.args[0]:
+				return (datetime.datetime.min + parse_timedelta(time_str)).time()
+			raise e
 
 
 def get_datetime_str(datetime_obj: DateTimeLikeObject) -> str: