diff --git a/tests/frameworks/test_motor_asyncio.py b/tests/frameworks/test_motor_asyncio.py
index 2e2e049..f709650 100644
--- a/tests/frameworks/test_motor_asyncio.py
+++ b/tests/frameworks/test_motor_asyncio.py
@@ -99,6 +99,24 @@ async def do_test():
 
         loop.run_until_complete(do_test())
 
+    def test_update_many(self, loop, classroom_model):
+        Teacher = classroom_model.Teacher
+
+        async def do_test():
+            john = Teacher(name='John Buck', has_apple=False)
+            await john.commit()
+            jane = Teacher(name='Jane Buck', has_apple=False)
+            await jane.commit()
+            query = {"name": {"$regex": ".*Buck"}}
+            result = await Teacher(has_apple=True).commit_many(query)
+            assert result.modified_count == 2
+            await john.reload()
+            assert john.has_apple
+            await jane.reload()
+            assert jane.has_apple
+
+        loop.run_until_complete(do_test())
+
     def test_replace(self, loop, classroom_model):
         Student = classroom_model.Student
 
diff --git a/tests/frameworks/test_pymongo.py b/tests/frameworks/test_pymongo.py
index bed4a92..1ab24ba 100644
--- a/tests/frameworks/test_pymongo.py
+++ b/tests/frameworks/test_pymongo.py
@@ -74,6 +74,20 @@ def test_update(self, classroom_model):
         with pytest.raises(exceptions.NotCreatedError):
             Student(name='Joe').commit(conditions={'name': 'dummy'})
 
+    def test_update_many(self, classroom_model):
+        Teacher = classroom_model.Teacher
+        john = Teacher(name='John Buck', has_apple=False)
+        john.commit()
+        jane = Teacher(name='Jane Buck', has_apple=False)
+        jane.commit()
+        query = {"name": {"$regex": ".*Buck$"}}
+        result = Teacher(has_apple=True).commit_many(query)
+        assert result.modified_count == 2
+        john.reload()
+        assert john.has_apple
+        jane.reload()
+        assert jane.has_apple
+
     def test_replace(self, classroom_model):
         Student = classroom_model.Student
         john = Student(name='John Doe', birthday=dt.datetime(1995, 12, 12))
diff --git a/tests/frameworks/test_txmongo.py b/tests/frameworks/test_txmongo.py
index 98c4b04..9aa0434 100644
--- a/tests/frameworks/test_txmongo.py
+++ b/tests/frameworks/test_txmongo.py
@@ -101,6 +101,21 @@ def test_update(self, classroom_model):
         with pytest.raises(exceptions.NotCreatedError):
             yield Student(name='Joe').commit(conditions={'name': 'dummy'})
 
+    @pytest_inlineCallbacks
+    def test_update_many(self, classroom_model):
+        Teacher = classroom_model.Teacher
+        john = Teacher(name='John Buck', has_apple=False)
+        yield john.commit()
+        jane = Teacher(name='Jane Buck', has_apple=False)
+        yield jane.commit()
+        query = {"name": {"$regex": ".*Buck$"}}
+        result = yield Teacher(has_apple=True).commit_many(query)
+        assert result.modified_count == 2
+        yield john.reload()
+        assert john.has_apple
+        yield jane.reload()
+        assert jane.has_apple
+
     @pytest_inlineCallbacks
     def test_replace(self, classroom_model):
         Student = classroom_model.Student
diff --git a/tests/test_data_proxy.py b/tests/test_data_proxy.py
index 95d2abb..139c6ca 100644
--- a/tests/test_data_proxy.py
+++ b/tests/test_data_proxy.py
@@ -435,6 +435,69 @@ class MySchema(BaseSchema):
         d.get('e')['b'] = 4
         assert_equal_order(d.to_mongo()['e'], {'a': 1, 'b': 4, 'c': 3})
 
+    def test_update_many_string(self):
+        class MySchema(BaseSchema):
+            field_a = fields.StringField()
+
+        DataProxy = data_proxy_factory('My', MySchema())
+        d = DataProxy({'field_a': "new_value"})
+        payload = d.to_mongo_update_many()
+        assert payload == {'$set': {'field_a': 'new_value'}}
+
+    def test_update_many_dict(self):
+        class MySchema(BaseSchema):
+            field_a = fields.DictField()
+
+        DataProxy = data_proxy_factory('My', MySchema())
+        d = DataProxy({'field_a': {'sub_field_a': 'new_value'}})
+        payload = d.to_mongo_update_many()
+        assert payload == {'$set': {'field_a.sub_field_a': 'new_value'}}
+
+    def test_update_many_deep_dict(self):
+        class MySchema(BaseSchema):
+            field_a = fields.DictField()
+
+        DataProxy = data_proxy_factory('My', MySchema())
+        d = DataProxy({'field_a': {'sub_field_a': {'sub_sub_field_a': 'new_value'}}})
+        payload = d.to_mongo_update_many()
+        assert payload == {'$set': {'field_a.sub_field_a.sub_sub_field_a': 'new_value'}}
+
+    def test_update_many_list(self):
+        class MySchema(BaseSchema):
+            field_a = fields.ListField(fields.StringField())
+
+        DataProxy = data_proxy_factory('My', MySchema())
+        d = DataProxy({'field_a': ['new_value']})
+        payload = d.to_mongo_update_many()
+        assert payload == {'$push': {'field_a': 'new_value'}}
+
+    def test_update_many_list_replace(self):
+        class MySchema(BaseSchema):
+            field_a = fields.ListField(fields.StringField())
+
+        DataProxy = data_proxy_factory('My', MySchema())
+        d = DataProxy({'field_a': ['new_value']})
+        payload = d.to_mongo_update_many(replace_arrays=True)
+        assert payload == {'$set': {'field_a': ['new_value']}}
+
+    def test_update_many_dict_list(self):
+        class MySchema(BaseSchema):
+            field_a = fields.DictField()
+
+        DataProxy = data_proxy_factory('My', MySchema())
+        d = DataProxy({'field_a': {'sub_field_a': ['new_value']}})
+        payload = d.to_mongo_update_many()
+        assert payload == {'$push': {'field_a.sub_field_a': 'new_value'}}
+
+    def test_update_many_dict_list_replace(self):
+        class MySchema(BaseSchema):
+            field_a = fields.DictField()
+
+        DataProxy = data_proxy_factory('My', MySchema())
+        d = DataProxy({'field_a': {'sub_field_a': ['new_value']}})
+        payload = d.to_mongo_update_many(replace_arrays=True)
+        assert payload == {'$set': {'field_a.sub_field_a': ['new_value']}}
+
 
 class TestNonStrictDataProxy(BaseTest):
 
diff --git a/umongo/data_proxy.py b/umongo/data_proxy.py
index b7351e3..3b8028f 100644
--- a/umongo/data_proxy.py
+++ b/umongo/data_proxy.py
@@ -54,6 +54,18 @@ def _to_mongo_update(self):
             mongo_data['$unset'] = {k: "" for k in unset_data}
         return mongo_data or None
 
+    def to_mongo_update_many(self, replace_arrays=False):
+        mongo_fields = self.MongoFieldChanges(replace_arrays=replace_arrays)
+        for name in self.get_modified_fields():
+            field = self._fields[name]
+            name = field.attribute or name
+            val = field.serialize_to_mongo(self._data[name])
+            if val is ma.missing:
+                mongo_fields.unset_field_value(name)
+            else:
+                mongo_fields.set_field_value(name, val)
+        return mongo_fields.mongo_data
+
     def from_mongo(self, data):
         self._data = {}
         for key, val in data.items():
@@ -191,6 +203,59 @@ def keys(self):
     def values(self):
         return self._data.values()
 
+    # helper class to compute update_many field names and operators
+    class MongoFieldChanges:
+        def __init__(self, replace_arrays=False):
+            self._replace_arrays = replace_arrays
+            self._set_data = {}
+            self._push_data = {}
+            self._unset_data = []
+
+        @property
+        def mongo_data(self):
+            _mongo_data = {}
+            if self._set_data:
+                _mongo_data['$set'] = self._set_data
+            if self._push_data:
+                _mongo_data['$push'] = self._push_data
+            if self._unset_data:
+                _mongo_data['$unset'] = {k: "" for k in self._unset_data}
+            return _mongo_data or None
+
+        def set_field_value(self, field_name, value):
+            field_type = type(value)
+            if field_type is list:
+                self._set_list_data(field_name, value)
+            elif field_type is dict:
+                self._set_dict_data(field_name, value)
+            else:
+                self._set_data[field_name] = value
+
+        def unset_field_value(self, field):
+            self._unset_data.append(field)
+
+        def _set_dict_data(self, name: str, val: dict):
+            for key, value in val.items():
+                set_name = f'{name}.{key}'
+                if type(value) is dict:
+                    self._set_dict_data(set_name, value)
+                elif type(value) is list:
+                    self._set_list_data(set_name, value)
+                else:
+                    self._set_data[set_name] = value
+
+        def _set_list_data(self, name: str, val: list):
+            if self._replace_arrays:
+                # replacing the list value - use the $set operator
+                self._set_data[name] = val
+            else:
+                # adding items in val to list - if the length of the list is 1, then just $push the value
+                if len(val) == 1:
+                    self._push_data[name] = val[0]
+                else:
+                    # use the $each operator with the value so that each value is added to the field's array
+                    self._push_data[name] = {'$each': val}
+
 
 class BaseNonStrictDataProxy(BaseDataProxy):
     """
diff --git a/umongo/frameworks/motor_asyncio.py b/umongo/frameworks/motor_asyncio.py
index c944c14..905553c 100644
--- a/umongo/frameworks/motor_asyncio.py
+++ b/umongo/frameworks/motor_asyncio.py
@@ -205,6 +205,30 @@ async def commit(self, io_validate_all=False, conditions=None, replace=False):
         self._data.clear_modified()
         return ret
 
+    async def commit_many(self, conditions=None, replace_arrays=False):
+        """
+        Commit changes to multiple documents per conditions.
+        :param conditions: Only perform commit if matching record in db
+            satisfies condition(s) (e.g. version number).
+            Raises :class:`umongo.exceptions.UpdateError` if the
+            conditions are not satisfied.
+        :param replace_arrays: False (default) to add array elements to document using a $push operator
+            or True to replace fields containing arrays with the supplied value(s) using a $set operator
+        :return: A :class:`pymongo.results.UpdateResult`
+        """
+        query = conditions or {}
+        # pre_update can provide additional query filter and/or
+        # modify the fields' values
+        additional_filter = await self.__coroutined_pre_update()
+        if additional_filter:
+            query.update(map_query(additional_filter, self.schema.fields))
+        await self.io_validate(validate_all=False)
+        payload = self._data.to_mongo_update_many(replace_arrays=replace_arrays)
+        ret = await self.collection.update_many(query, payload, session=SESSION.get())
+        await self.__coroutined_post_update(ret)
+        self._data.clear_modified()
+        return ret
+
     async def delete(self, conditions=None):
         """
         Alias of :meth:`remove` to enforce default api.
diff --git a/umongo/frameworks/pymongo.py b/umongo/frameworks/pymongo.py
index 6feb53d..eb43d89 100644
--- a/umongo/frameworks/pymongo.py
+++ b/umongo/frameworks/pymongo.py
@@ -153,6 +153,30 @@ def commit(self, io_validate_all=False, conditions=None, replace=False):
         self._data.clear_modified()
         return ret
 
+    def commit_many(self, conditions=None, replace_arrays=False):
+        """
+        Commit changes to multiple documents per conditions.
+        :param conditions: Only perform commit if matching record in db
+            satisfies condition(s) (e.g. version number).
+            Raises :class:`umongo.exceptions.UpdateError` if the
+            conditions are not satisfied.
+        :param replace_arrays: False (default) to add array elements to document or True to replace fields
+            containing arrays with the supplied value(s)
+        :return: A :class:`pymongo.results.UpdateResult`
+        """
+        query = conditions or {}
+        # pre_update can provide additional query filter and/or
+        # modify the fields' values
+        additional_filter = self.pre_update()
+        if additional_filter:
+            query.update(map_query(additional_filter, self.schema.fields))
+        self.io_validate(validate_all=False)
+        payload = self._data.to_mongo_update_many(replace_arrays=replace_arrays)
+        ret = self.collection.update_many(query, payload, session=SESSION.get())
+        self.post_update(ret)
+        self._data.clear_modified()
+        return ret
+
     def delete(self, conditions=None):
         """
         Remove the document from database.
diff --git a/umongo/frameworks/txmongo.py b/umongo/frameworks/txmongo.py
index 5b44010..92fde90 100644
--- a/umongo/frameworks/txmongo.py
+++ b/umongo/frameworks/txmongo.py
@@ -109,6 +109,31 @@ def commit(self, io_validate_all=False, conditions=None, replace=False):
         self._data.clear_modified()
         return ret
 
+    @inlineCallbacks
+    def commit_many(self, conditions=None, replace_arrays=False):
+        """
+        Commit changes to multiple documents per conditions.
+        :param conditions: Only perform commit if matching record in db
+            satisfies condition(s) (e.g. version number).
+            Raises :class:`umongo.exceptions.UpdateError` if the
+            conditions are not satisfied.
+        :param replace_arrays: False (default) to add array elements to document or True to replace fields
+            containing arrays with the supplied value(s)
+        :return: A :class:`pymongo.results.UpdateResult`
+        """
+        query = conditions or {}
+        # pre_update can provide additional query filter and/or
+        # modify the fields' values
+        additional_filter = yield maybeDeferred(self.pre_update)
+        if additional_filter:
+            query.update(map_query(additional_filter, self.schema.fields))
+        yield self.io_validate(validate_all=False)
+        payload = self._data.to_mongo_update_many(replace_arrays=replace_arrays)
+        ret = yield self.collection.update_many(query, payload)
+        yield maybeDeferred(self.post_update, ret)
+        self._data.clear_modified()
+        return ret
+
     @inlineCallbacks
     def delete(self, conditions=None):
         """