diff --git a/src/kirin/ir/group.py b/src/kirin/ir/group.py
index b97ac7502..e9e72aba9 100644
--- a/src/kirin/ir/group.py
+++ b/src/kirin/ir/group.py
@@ -22,9 +22,10 @@
 from kirin.ir.method import Method
 from kirin.ir.traits import SymbolTable, SymbolOpInterface
 from kirin.ir.exception import CompilerError, ValidationError
+from kirin.serialization.jsonserializer import get_json_serializer
 
 if TYPE_CHECKING:
-    from kirin.ir import Dialect, Statement
+    from kirin.ir import Method, Dialect, Statement
     from kirin.lowering import Python
     from kirin.registry import Registry
     from kirin.serialization.base.serializer import Serializer
@@ -330,6 +331,14 @@ def decode(self, encoded: "SerializationModule") -> Method:
         deserializer = Deserializer(dialect_group=self)
         return deserializer.decode(encoded)
 
+    def encode_json(self, program: Method) -> str:
+        encoded_module = self.encode(program)
+        return get_json_serializer().encode(encoded_module)
+
+    def decode_json(self, json_str: str) -> Method:
+        decoded_module = get_json_serializer().decode(json_str)
+        return self.decode(decoded_module)
+
 
 def dialect_group(
     dialects: Iterable[Union["Dialect", ModuleType]],
diff --git a/src/kirin/serialization/jsonserializer.py b/src/kirin/serialization/jsonserializer.py
index db737d828..a173b0d8b 100644
--- a/src/kirin/serialization/jsonserializer.py
+++ b/src/kirin/serialization/jsonserializer.py
@@ -1,5 +1,5 @@
 import json
-from typing import Any
+from typing import Any, Optional
 
 from kirin.serialization.core.serializationunit import SerializationUnit
 from kirin.serialization.core.serializationmodule import SerializationModule
@@ -74,3 +74,14 @@ def decode(self, data: str) -> SerializationModule:
         if not isinstance(result, SerializationModule):
             raise TypeError("decoded payload is not a SerializationModule")
         return result
+
+
+_json_serializer_instance: Optional[JSONSerializer] = None
+
+
+def get_json_serializer() -> JSONSerializer:
+    """Lazily return a single JSONSerializer instance (module-level singleton)."""
+    global _json_serializer_instance
+    if _json_serializer_instance is None:
+        _json_serializer_instance = JSONSerializer()
+    return _json_serializer_instance