diff --git a/apps/emqx_bridge_s3/rebar.config b/apps/emqx_bridge_s3/rebar.config
index 51bf0e0b6..34f7bb51e 100644
--- a/apps/emqx_bridge_s3/rebar.config
+++ b/apps/emqx_bridge_s3/rebar.config
@@ -2,5 +2,6 @@
 
 {erl_opts, [debug_info]}.
 {deps, [
-    {emqx_resource, {path, "../../apps/emqx_resource"}}
+    {emqx_resource, {path, "../../apps/emqx_resource"}},
+    {emqx_connector_aggregator, {path, "../../apps/emqx_connector_aggregator"}}
 ]}.
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3.app.src b/apps/emqx_bridge_s3/src/emqx_bridge_s3.app.src
index 5cdf3fb82..46f8db64b 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3.app.src
+++ b/apps/emqx_bridge_s3/src/emqx_bridge_s3.app.src
@@ -7,6 +7,7 @@
         stdlib,
         erlcloud,
         emqx_resource,
+        emqx_connector_aggregator,
         emqx_s3
     ]},
     {env, [
@@ -18,7 +19,6 @@
             emqx_bridge_s3_connector_info
         ]}
     ]},
-    {mod, {emqx_bridge_s3_app, []}},
     {modules, []},
     {links, []}
 ]}.
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_delivery.erl b/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_delivery.erl
deleted file mode 100644
index 02099dbec..000000000
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_delivery.erl
+++ /dev/null
@@ -1,212 +0,0 @@
-%%--------------------------------------------------------------------
-%% Copyright (c) 2022-2024 EMQ Technologies Co., Ltd. All Rights Reserved.
-%%--------------------------------------------------------------------
-
-%% This module takes aggregated records from a buffer and delivers them to S3,
-%% wrapped in a configurable container (though currently there's only CSV).
--module(emqx_bridge_s3_aggreg_delivery).
-
--include_lib("snabbkaffe/include/trace.hrl").
--include("emqx_bridge_s3_aggregator.hrl").
-
--export([start_link/3]).
-
-%% Internal exports
--export([
-    init/4,
-    loop/3
-]).
-
--behaviour(emqx_template).
--export([lookup/2]).
-
-%% Sys
--export([
-    system_continue/3,
-    system_terminate/4,
-    format_status/2
-]).
-
--record(delivery, {
-    name :: _Name,
-    container :: emqx_bridge_s3_aggreg_csv:container(),
-    reader :: emqx_bridge_s3_aggreg_buffer:reader(),
-    upload :: emqx_s3_upload:t(),
-    empty :: boolean()
-}).
-
--type state() :: #delivery{}.
-
-%%
-
-start_link(Name, Buffer, Opts) ->
-    proc_lib:start_link(?MODULE, init, [self(), Name, Buffer, Opts]).
-
-%%
-
--spec init(pid(), _Name, buffer(), _Opts :: map()) -> no_return().
-init(Parent, Name, Buffer, Opts) ->
-    ?tp(s3_aggreg_delivery_started, #{action => Name, buffer => Buffer}),
-    Reader = open_buffer(Buffer),
-    Delivery = init_delivery(Name, Reader, Buffer, Opts#{action => Name}),
-    _ = erlang:process_flag(trap_exit, true),
-    ok = proc_lib:init_ack({ok, self()}),
-    loop(Delivery, Parent, []).
-
-init_delivery(Name, Reader, Buffer, Opts = #{container := ContainerOpts}) ->
-    #delivery{
-        name = Name,
-        container = mk_container(ContainerOpts),
-        reader = Reader,
-        upload = mk_upload(Buffer, Opts),
-        empty = true
-    }.
-
-open_buffer(#buffer{filename = Filename}) ->
-    case file:open(Filename, [read, binary, raw]) of
-        {ok, FD} ->
-            {_Meta, Reader} = emqx_bridge_s3_aggreg_buffer:new_reader(FD),
-            Reader;
-        {error, Reason} ->
-            error({buffer_open_failed, Reason})
-    end.
-
-mk_container(#{type := csv, column_order := OrderOpt}) ->
-    %% TODO: Deduplicate?
-    ColumnOrder = lists:map(fun emqx_utils_conv:bin/1, OrderOpt),
-    emqx_bridge_s3_aggreg_csv:new(#{column_order => ColumnOrder}).
-
-mk_upload(
-    Buffer,
-    Opts = #{
-        bucket := Bucket,
-        upload_options := UploadOpts,
-        client_config := Config,
-        uploader_config := UploaderConfig
-    }
-) ->
-    Client = emqx_s3_client:create(Bucket, Config),
-    Key = mk_object_key(Buffer, Opts),
-    emqx_s3_upload:new(Client, Key, UploadOpts, UploaderConfig).
-
-mk_object_key(Buffer, #{action := Name, key := Template}) ->
-    emqx_template:render_strict(Template, {?MODULE, {Name, Buffer}}).
-
-%%
-
--spec loop(state(), pid(), [sys:debug_option()]) -> no_return().
-loop(Delivery, Parent, Debug) ->
-    %% NOTE: This function is mocked in tests.
-    receive
-        Msg -> handle_msg(Msg, Delivery, Parent, Debug)
-    after 0 ->
-        process_delivery(Delivery, Parent, Debug)
-    end.
-
-process_delivery(Delivery0 = #delivery{reader = Reader0}, Parent, Debug) ->
-    case emqx_bridge_s3_aggreg_buffer:read(Reader0) of
-        {Records = [#{} | _], Reader} ->
-            Delivery1 = Delivery0#delivery{reader = Reader},
-            Delivery2 = process_append_records(Records, Delivery1),
-            Delivery = process_write(Delivery2),
-            loop(Delivery, Parent, Debug);
-        {[], Reader} ->
-            Delivery = Delivery0#delivery{reader = Reader},
-            loop(Delivery, Parent, Debug);
-        eof ->
-            process_complete(Delivery0);
-        {Unexpected, _Reader} ->
-            exit({buffer_unexpected_record, Unexpected})
-    end.
-
-process_append_records(Records, Delivery = #delivery{container = Container0, upload = Upload0}) ->
-    {Writes, Container} = emqx_bridge_s3_aggreg_csv:fill(Records, Container0),
-    {ok, Upload} = emqx_s3_upload:append(Writes, Upload0),
-    Delivery#delivery{
-        container = Container,
-        upload = Upload,
-        empty = false
-    }.
-
-process_write(Delivery = #delivery{upload = Upload0}) ->
-    case emqx_s3_upload:write(Upload0) of
-        {ok, Upload} ->
-            Delivery#delivery{upload = Upload};
-        {cont, Upload} ->
-            process_write(Delivery#delivery{upload = Upload});
-        {error, Reason} ->
-            _ = emqx_s3_upload:abort(Upload0),
-            exit({upload_failed, Reason})
-    end.
-
-process_complete(#delivery{name = Name, empty = true}) ->
-    ?tp(s3_aggreg_delivery_completed, #{action => Name, upload => empty}),
-    exit({shutdown, {skipped, empty}});
-process_complete(#delivery{name = Name, container = Container, upload = Upload0}) ->
-    Trailer = emqx_bridge_s3_aggreg_csv:close(Container),
-    {ok, Upload} = emqx_s3_upload:append(Trailer, Upload0),
-    case emqx_s3_upload:complete(Upload) of
-        {ok, Completed} ->
-            ?tp(s3_aggreg_delivery_completed, #{action => Name, upload => Completed}),
-            ok;
-        {error, Reason} ->
-            _ = emqx_s3_upload:abort(Upload),
-            exit({upload_failed, Reason})
-    end.
-
-%%
-
-handle_msg({system, From, Msg}, Delivery, Parent, Debug) ->
-    sys:handle_system_msg(Msg, From, Parent, ?MODULE, Debug, Delivery);
-handle_msg({'EXIT', Parent, Reason}, Delivery, Parent, Debug) ->
-    system_terminate(Reason, Parent, Debug, Delivery);
-handle_msg(_Msg, Delivery, Parent, Debug) ->
-    loop(Parent, Debug, Delivery).
-
--spec system_continue(pid(), [sys:debug_option()], state()) -> no_return().
-system_continue(Parent, Debug, Delivery) ->
-    loop(Delivery, Parent, Debug).
-
--spec system_terminate(_Reason, pid(), [sys:debug_option()], state()) -> _.
-system_terminate(_Reason, _Parent, _Debug, #delivery{upload = Upload}) ->
-    emqx_s3_upload:abort(Upload).
-
--spec format_status(normal, Args :: [term()]) -> _StateFormatted.
-format_status(_Normal, [_PDict, _SysState, _Parent, _Debug, Delivery]) ->
-    Delivery#delivery{
-        upload = emqx_s3_upload:format(Delivery#delivery.upload)
-    }.
-
-%%
-
--spec lookup(emqx_template:accessor(), {_Name, buffer()}) ->
-    {ok, integer() | string()} | {error, undefined}.
-lookup([<<"action">>], {Name, _Buffer}) ->
-    {ok, mk_fs_safe_string(Name)};
-lookup(Accessor, {_Name, Buffer = #buffer{}}) ->
-    lookup_buffer_var(Accessor, Buffer);
-lookup(_Accessor, _Context) ->
-    {error, undefined}.
-
-lookup_buffer_var([<<"datetime">>, Format], #buffer{since = Since}) ->
-    {ok, format_timestamp(Since, Format)};
-lookup_buffer_var([<<"datetime_until">>, Format], #buffer{until = Until}) ->
-    {ok, format_timestamp(Until, Format)};
-lookup_buffer_var([<<"sequence">>], #buffer{seq = Seq}) ->
-    {ok, Seq};
-lookup_buffer_var([<<"node">>], #buffer{}) ->
-    {ok, mk_fs_safe_string(atom_to_binary(erlang:node()))};
-lookup_buffer_var(_Binding, _Context) ->
-    {error, undefined}.
-
-format_timestamp(Timestamp, <<"rfc3339utc">>) ->
-    String = calendar:system_time_to_rfc3339(Timestamp, [{unit, second}, {offset, "Z"}]),
-    mk_fs_safe_string(String);
-format_timestamp(Timestamp, <<"rfc3339">>) ->
-    String = calendar:system_time_to_rfc3339(Timestamp, [{unit, second}]),
-    mk_fs_safe_string(String);
-format_timestamp(Timestamp, <<"unix">>) ->
-    Timestamp.
-
-mk_fs_safe_string(String) ->
-    unicode:characters_to_binary(string:replace(String, ":", "_", all)).
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_app.erl b/apps/emqx_bridge_s3/src/emqx_bridge_s3_app.erl
deleted file mode 100644
index e5b77f9d6..000000000
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_app.erl
+++ /dev/null
@@ -1,16 +0,0 @@
-%%--------------------------------------------------------------------
-%% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
-%%--------------------------------------------------------------------
-
--module(emqx_bridge_s3_app).
-
--behaviour(application).
--export([start/2, stop/1]).
-
-%%
-
-start(_StartType, _StartArgs) ->
-    emqx_bridge_s3_sup:start_link().
-
-stop(_State) ->
-    ok.
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_connector.erl b/apps/emqx_bridge_s3/src/emqx_bridge_s3_connector.erl
index 83d5c47a9..3bac17cfb 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_connector.erl
+++ b/apps/emqx_bridge_s3/src/emqx_bridge_s3_connector.erl
@@ -8,6 +8,7 @@
 -include_lib("snabbkaffe/include/trace.hrl").
 -include_lib("emqx_resource/include/emqx_resource.hrl").
 -include_lib("emqx/include/emqx_trace.hrl").
+-include_lib("emqx_connector_aggregator/include/emqx_connector_aggregator.hrl").
 -include("emqx_bridge_s3.hrl").
 
 -behaviour(emqx_resource).
@@ -24,6 +25,19 @@
     on_get_channel_status/3
 ]).
 
+-behaviour(emqx_connector_aggreg_delivery).
+-export([
+    init_upload_state/2,
+    process_append/2,
+    process_write/1,
+    process_complete/1,
+    process_format_status/1,
+    process_terminate/1
+]).
+
+-behaviour(emqx_template).
+-export([lookup/2]).
+
 -type config() :: #{
     access_key_id => string(),
     secret_access_key => emqx_secret:t(string()),
@@ -205,13 +219,14 @@ start_channel(State, #{
         key => emqx_bridge_s3_aggreg_upload:mk_key_template(Parameters),
         container => Container,
         upload_options => emqx_bridge_s3_aggreg_upload:mk_upload_options(Parameters),
+        callback_module => ?MODULE,
         client_config => maps:get(client_config, State),
         uploader_config => maps:with([min_part_size, max_part_size], Parameters)
     },
-    _ = emqx_bridge_s3_sup:delete_child({Type, Name}),
-    {ok, SupPid} = emqx_bridge_s3_sup:start_child(#{
+    _ = emqx_connector_aggreg_sup:delete_child({Type, Name}),
+    {ok, SupPid} = emqx_connector_aggreg_sup:start_child(#{
         id => {Type, Name},
-        start => {emqx_bridge_s3_aggreg_upload_sup, start_link, [Name, AggregOpts, DeliveryOpts]},
+        start => {emqx_connector_aggreg_upload_sup, start_link, [Name, AggregOpts, DeliveryOpts]},
         type => supervisor,
         restart => permanent
     }),
@@ -220,7 +235,7 @@ start_channel(State, #{
         name => Name,
         bucket => Bucket,
         supervisor => SupPid,
-        on_stop => fun() -> emqx_bridge_s3_sup:delete_child({Type, Name}) end
+        on_stop => fun() -> emqx_connector_aggreg_sup:delete_child({Type, Name}) end
     }.
 
 upload_options(Parameters) ->
@@ -242,7 +257,7 @@ channel_status(#{type := ?ACTION_UPLOAD}, _State) ->
 channel_status(#{type := ?ACTION_AGGREGATED_UPLOAD, name := Name, bucket := Bucket}, State) ->
     %% NOTE: This will effectively trigger uploads of buffers yet to be uploaded.
     Timestamp = erlang:system_time(second),
-    ok = emqx_bridge_s3_aggregator:tick(Name, Timestamp),
+    ok = emqx_connector_aggregator:tick(Name, Timestamp),
     ok = check_bucket_accessible(Bucket, State),
     ok = check_aggreg_upload_errors(Name),
     ?status_connected.
@@ -264,7 +279,7 @@ check_bucket_accessible(Bucket, #{client_config := Config}) ->
     end.
 
 check_aggreg_upload_errors(Name) ->
-    case emqx_bridge_s3_aggregator:take_error(Name) of
+    case emqx_connector_aggregator:take_error(Name) of
         [Error] ->
             %% TODO
             %% This approach means that, for example, 3 upload failures will cause
@@ -340,7 +355,7 @@ run_simple_upload(
 
 run_aggregated_upload(InstId, Records, #{name := Name}) ->
     Timestamp = erlang:system_time(second),
-    case emqx_bridge_s3_aggregator:push_records(Name, Timestamp, Records) of
+    case emqx_connector_aggregator:push_records(Name, Timestamp, Records) of
         ok ->
             ?tp(s3_bridge_aggreg_push_ok, #{instance_id => InstId, name => Name}),
             ok;
@@ -376,3 +391,83 @@ render_content(Template, Data) ->
 
 iolist_to_string(IOList) ->
     unicode:characters_to_list(IOList).
+
+%% `emqx_connector_aggreg_delivery` APIs
+
+-spec init_upload_state(buffer(), map()) -> emqx_s3_upload:t().
+init_upload_state(Buffer, Opts) ->
+    #{
+        bucket := Bucket,
+        upload_options := UploadOpts,
+        client_config := Config,
+        uploader_config := UploaderConfig
+    } = Opts,
+    Client = emqx_s3_client:create(Bucket, Config),
+    Key = mk_object_key(Buffer, Opts),
+    emqx_s3_upload:new(Client, Key, UploadOpts, UploaderConfig).
+
+mk_object_key(Buffer, #{action := Name, key := Template}) ->
+    emqx_template:render_strict(Template, {?MODULE, {Name, Buffer}}).
+
+process_append(Writes, Upload) ->
+    emqx_s3_upload:append(Writes, Upload).
+
+process_write(Upload0) ->
+    case emqx_s3_upload:write(Upload0) of
+        {ok, Upload} ->
+            Upload;
+        {cont, Upload} ->
+            process_write(Upload);
+        {error, Reason} ->
+            _ = emqx_s3_upload:abort(Upload0),
+            exit({upload_failed, Reason})
+    end.
+
+process_complete(Upload) ->
+    case emqx_s3_upload:complete(Upload) of
+        {ok, Completed} ->
+            {ok, Completed};
+        {error, Reason} ->
+            _ = emqx_s3_upload:abort(Upload),
+            exit({upload_failed, Reason})
+    end.
+
+process_format_status(Upload) ->
+    emqx_s3_upload:format(Upload).
+
+process_terminate(Upload) ->
+    emqx_s3_upload:abort(Upload).
+
+%% `emqx_template` APIs
+
+-spec lookup(emqx_template:accessor(), {_Name, buffer()}) ->
+    {ok, integer() | string()} | {error, undefined}.
+lookup([<<"action">>], {Name, _Buffer}) ->
+    {ok, mk_fs_safe_string(Name)};
+lookup(Accessor, {_Name, Buffer = #buffer{}}) ->
+    lookup_buffer_var(Accessor, Buffer);
+lookup(_Accessor, _Context) ->
+    {error, undefined}.
+
+lookup_buffer_var([<<"datetime">>, Format], #buffer{since = Since}) ->
+    {ok, format_timestamp(Since, Format)};
+lookup_buffer_var([<<"datetime_until">>, Format], #buffer{until = Until}) ->
+    {ok, format_timestamp(Until, Format)};
+lookup_buffer_var([<<"sequence">>], #buffer{seq = Seq}) ->
+    {ok, Seq};
+lookup_buffer_var([<<"node">>], #buffer{}) ->
+    {ok, mk_fs_safe_string(atom_to_binary(erlang:node()))};
+lookup_buffer_var(_Binding, _Context) ->
+    {error, undefined}.
+
+format_timestamp(Timestamp, <<"rfc3339utc">>) ->
+    String = calendar:system_time_to_rfc3339(Timestamp, [{unit, second}, {offset, "Z"}]),
+    mk_fs_safe_string(String);
+format_timestamp(Timestamp, <<"rfc3339">>) ->
+    String = calendar:system_time_to_rfc3339(Timestamp, [{unit, second}]),
+    mk_fs_safe_string(String);
+format_timestamp(Timestamp, <<"unix">>) ->
+    Timestamp.
+
+mk_fs_safe_string(String) ->
+    unicode:characters_to_binary(string:replace(String, ":", "_", all)).
diff --git a/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_upload_SUITE.erl b/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_upload_SUITE.erl
index 6577b45ed..0ae34486f 100644
--- a/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_upload_SUITE.erl
+++ b/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_upload_SUITE.erl
@@ -170,7 +170,7 @@ t_aggreg_upload(Config) ->
     ]),
     ok = send_messages(BridgeName, MessageEvents),
     %% Wait until the delivery is completed.
-    ?block_until(#{?snk_kind := s3_aggreg_delivery_completed, action := BridgeName}),
+    ?block_until(#{?snk_kind := connector_aggreg_delivery_completed, action := BridgeName}),
     %% Check the uploaded objects.
     _Uploads = [#{key := Key}] = emqx_bridge_s3_test_helpers:list_objects(Bucket),
     ?assertMatch(
@@ -217,7 +217,7 @@ t_aggreg_upload_rule(Config) ->
         emqx_message:make(?FUNCTION_NAME, T3 = <<"s3/empty">>, P3 = <<>>),
         emqx_message:make(?FUNCTION_NAME, <<"not/s3">>, <<"should not be here">>)
     ]),
-    ?block_until(#{?snk_kind := s3_aggreg_delivery_completed, action := BridgeName}),
+    ?block_until(#{?snk_kind := connector_aggreg_delivery_completed, action := BridgeName}),
     %% Check the uploaded objects.
     _Uploads = [#{key := Key}] = emqx_bridge_s3_test_helpers:list_objects(Bucket),
     _CSV = [Header | Rows] = fetch_parse_csv(Bucket, Key),
@@ -258,15 +258,15 @@ t_aggreg_upload_restart(Config) ->
         {<<"C3">>, T3 = <<"t/42">>, P3 = <<"">>}
     ]),
     ok = send_messages(BridgeName, MessageEvents),
-    {ok, _} = ?block_until(#{?snk_kind := s3_aggreg_records_written, action := BridgeName}),
+    {ok, _} = ?block_until(#{?snk_kind := connector_aggreg_records_written, action := BridgeName}),
     %% Restart the bridge.
     {ok, _} = emqx_bridge_v2:disable_enable(disable, ?BRIDGE_TYPE, BridgeName),
     {ok, _} = emqx_bridge_v2:disable_enable(enable, ?BRIDGE_TYPE, BridgeName),
     %% Send some more messages.
     ok = send_messages(BridgeName, MessageEvents),
-    {ok, _} = ?block_until(#{?snk_kind := s3_aggreg_records_written, action := BridgeName}),
+    {ok, _} = ?block_until(#{?snk_kind := connector_aggreg_records_written, action := BridgeName}),
     %% Wait until the delivery is completed.
-    {ok, _} = ?block_until(#{?snk_kind := s3_aggreg_delivery_completed, action := BridgeName}),
+    {ok, _} = ?block_until(#{?snk_kind := connector_aggreg_delivery_completed, action := BridgeName}),
     %% Check there's still only one upload.
     _Uploads = [#{key := Key}] = emqx_bridge_s3_test_helpers:list_objects(Bucket),
     _Upload = #{content := Content} = emqx_bridge_s3_test_helpers:get_object(Bucket, Key),
@@ -300,18 +300,18 @@ t_aggreg_upload_restart_corrupted(Config) ->
     %% Ensure that they span multiple batch queries.
     ok = send_messages_delayed(BridgeName, lists:map(fun mk_message_event/1, Messages1), 1),
     {ok, _} = ?block_until(
-        #{?snk_kind := s3_aggreg_records_written, action := BridgeName},
+        #{?snk_kind := connector_aggreg_records_written, action := BridgeName},
         infinity,
         0
     ),
     %% Find out the buffer file.
     {ok, #{filename := Filename}} = ?block_until(
-        #{?snk_kind := s3_aggreg_buffer_allocated, action := BridgeName}
+        #{?snk_kind := connector_aggreg_buffer_allocated, action := BridgeName}
     ),
     %% Stop the bridge, corrupt the buffer file, and restart the bridge.
     {ok, _} = emqx_bridge_v2:disable_enable(disable, ?BRIDGE_TYPE, BridgeName),
     BufferFileSize = filelib:file_size(Filename),
-    ok = emqx_bridge_s3_test_helpers:truncate_at(Filename, BufferFileSize div 2),
+    ok = emqx_connector_aggregator_test_helpers:truncate_at(Filename, BufferFileSize div 2),
     {ok, _} = emqx_bridge_v2:disable_enable(enable, ?BRIDGE_TYPE, BridgeName),
     %% Send some more messages.
     Messages2 = [
@@ -320,7 +320,7 @@ t_aggreg_upload_restart_corrupted(Config) ->
     ],
     ok = send_messages_delayed(BridgeName, lists:map(fun mk_message_event/1, Messages2), 0),
     %% Wait until the delivery is completed.
-    {ok, _} = ?block_until(#{?snk_kind := s3_aggreg_delivery_completed, action := BridgeName}),
+    {ok, _} = ?block_until(#{?snk_kind := connector_aggreg_delivery_completed, action := BridgeName}),
     %% Check that upload contains part of the first batch and all of the second batch.
     _Uploads = [#{key := Key}] = emqx_bridge_s3_test_helpers:list_objects(Bucket),
     CSV = [_Header | Rows] = fetch_parse_csv(Bucket, Key),
@@ -362,7 +362,7 @@ t_aggreg_pending_upload_restart(Config) ->
     %% Restart the bridge.
     {ok, _} = emqx_bridge_v2:disable_enable(enable, ?BRIDGE_TYPE, BridgeName),
     %% Wait until the delivery is completed.
-    {ok, _} = ?block_until(#{?snk_kind := s3_aggreg_delivery_completed, action := BridgeName}),
+    {ok, _} = ?block_until(#{?snk_kind := connector_aggreg_delivery_completed, action := BridgeName}),
     %% Check that delivery contains all the messages.
     _Uploads = [#{key := Key}] = emqx_bridge_s3_test_helpers:list_objects(Bucket),
     [_Header | Rows] = fetch_parse_csv(Bucket, Key),
@@ -392,7 +392,9 @@ t_aggreg_next_rotate(Config) ->
     NSent = receive_sender_reports(Senders),
     %% Wait for the last delivery to complete.
     ok = timer:sleep(round(?CONF_TIME_INTERVAL * 0.5)),
-    ?block_until(#{?snk_kind := s3_aggreg_delivery_completed, action := BridgeName}, infinity, 0),
+    ?block_until(
+        #{?snk_kind := connector_aggreg_delivery_completed, action := BridgeName}, infinity, 0
+    ),
     %% There should be at least 2 time windows of aggregated records.
     Uploads = [K || #{key := K} <- emqx_bridge_s3_test_helpers:list_objects(Bucket)],
     DTs = [DT || K <- Uploads, [_Action, _Node, DT | _] <- [string:split(K, "/", all)]],
diff --git a/apps/emqx_bridge_s3/test/emqx_bridge_s3_test_helpers.erl b/apps/emqx_bridge_s3/test/emqx_bridge_s3_test_helpers.erl
index 21729369b..5ebeaf681 100644
--- a/apps/emqx_bridge_s3/test/emqx_bridge_s3_test_helpers.erl
+++ b/apps/emqx_bridge_s3/test/emqx_bridge_s3_test_helpers.erl
@@ -48,11 +48,3 @@ list_pending_uploads(Bucket, Key) ->
     {ok, Props} = erlcloud_s3:list_multipart_uploads(Bucket, [{prefix, Key}], [], AwsConfig),
     Uploads = proplists:get_value(uploads, Props),
     lists:map(fun maps:from_list/1, Uploads).
-
-%% File utilities
-
-truncate_at(Filename, Pos) ->
-    {ok, FD} = file:open(Filename, [read, write, binary]),
-    {ok, Pos} = file:position(FD, Pos),
-    ok = file:truncate(FD),
-    ok = file:close(FD).
diff --git a/apps/emqx_connector_aggregator/BSL.txt b/apps/emqx_connector_aggregator/BSL.txt
new file mode 100644
index 000000000..f0cd31c6f
--- /dev/null
+++ b/apps/emqx_connector_aggregator/BSL.txt
@@ -0,0 +1,94 @@
+Business Source License 1.1
+
+Licensor:             Hangzhou EMQ Technologies Co., Ltd.
+Licensed Work:        EMQX Enterprise Edition
+                      The Licensed Work is (c) 2023
+                      Hangzhou EMQ Technologies Co., Ltd.
+Additional Use Grant: Students and educators are granted right to copy,
+                      modify, and create derivative work for research
+                      or education.
+Change Date:          2028-01-26
+Change License:       Apache License, Version 2.0
+
+For information about alternative licensing arrangements for the Software,
+please contact Licensor: https://www.emqx.com/en/contact
+
+Notice
+
+The Business Source License (this document, or the “License”) is not an Open
+Source license. However, the Licensed Work will eventually be made available
+under an Open Source License, as stated in this License.
+
+License text copyright (c) 2017 MariaDB Corporation Ab, All Rights Reserved.
+“Business Source License” is a trademark of MariaDB Corporation Ab.
+
+-----------------------------------------------------------------------------
+
+Business Source License 1.1
+
+Terms
+
+The Licensor hereby grants you the right to copy, modify, create derivative
+works, redistribute, and make non-production use of the Licensed Work. The
+Licensor may make an Additional Use Grant, above, permitting limited
+production use.
+
+Effective on the Change Date, or the fourth anniversary of the first publicly
+available distribution of a specific version of the Licensed Work under this
+License, whichever comes first, the Licensor hereby grants you rights under
+the terms of the Change License, and the rights granted in the paragraph
+above terminate.
+
+If your use of the Licensed Work does not comply with the requirements
+currently in effect as described in this License, you must purchase a
+commercial license from the Licensor, its affiliated entities, or authorized
+resellers, or you must refrain from using the Licensed Work.
+
+All copies of the original and modified Licensed Work, and derivative works
+of the Licensed Work, are subject to this License. This License applies
+separately for each version of the Licensed Work and the Change Date may vary
+for each version of the Licensed Work released by Licensor.
+
+You must conspicuously display this License on each original or modified copy
+of the Licensed Work. If you receive the Licensed Work in original or
+modified form from a third party, the terms and conditions set forth in this
+License apply to your use of that work.
+
+Any use of the Licensed Work in violation of this License will automatically
+terminate your rights under this License for the current and all other
+versions of the Licensed Work.
+
+This License does not grant you any right in any trademark or logo of
+Licensor or its affiliates (provided that you may use a trademark or logo of
+Licensor as expressly required by this License).
+
+TO THE EXTENT PERMITTED BY APPLICABLE LAW, THE LICENSED WORK IS PROVIDED ON
+AN “AS IS” BASIS. LICENSOR HEREBY DISCLAIMS ALL WARRANTIES AND CONDITIONS,
+EXPRESS OR IMPLIED, INCLUDING (WITHOUT LIMITATION) WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, NON-INFRINGEMENT, AND
+TITLE.
+
+MariaDB hereby grants you permission to use this License’s text to license
+your works, and to refer to it using the trademark “Business Source License”,
+as long as you comply with the Covenants of Licensor below.
+
+Covenants of Licensor
+
+In consideration of the right to use this License’s text and the “Business
+Source License” name and trademark, Licensor covenants to MariaDB, and to all
+other recipients of the licensed work to be provided by Licensor:
+
+1. To specify as the Change License the GPL Version 2.0 or any later version,
+   or a license that is compatible with GPL Version 2.0 or a later version,
+   where “compatible” means that software provided under the Change License can
+   be included in a program with software provided under GPL Version 2.0 or a
+   later version. Licensor may specify additional Change Licenses without
+   limitation.
+
+2. To either: (a) specify an additional grant of rights to use that does not
+   impose any additional restriction on the right granted in this License, as
+   the Additional Use Grant; or (b) insert the text “None”.
+
+3. To specify a Change Date.
+
+4. Not to modify this License in any other way.
diff --git a/apps/emqx_connector_aggregator/README.md b/apps/emqx_connector_aggregator/README.md
new file mode 100644
index 000000000..e495cc651
--- /dev/null
+++ b/apps/emqx_connector_aggregator/README.md
@@ -0,0 +1,11 @@
+# EMQX Connector Aggregator
+
+This application provides common logic for connector and action implementations of EMQX to aggregate multiple incoming messsages into a container file before sending it to a blob storage backend.
+
+## Contributing
+
+Please see our [contributing.md](../../CONTRIBUTING.md).
+
+## License
+
+EMQ Business Source License 1.1, refer to [LICENSE](BSL.txt).
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggregator.hrl b/apps/emqx_connector_aggregator/include/emqx_connector_aggregator.hrl
similarity index 81%
rename from apps/emqx_bridge_s3/src/emqx_bridge_s3_aggregator.hrl
rename to apps/emqx_connector_aggregator/include/emqx_connector_aggregator.hrl
index 7ac62c6b5..eeef351f2 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggregator.hrl
+++ b/apps/emqx_connector_aggregator/include/emqx_connector_aggregator.hrl
@@ -3,8 +3,8 @@
 %%--------------------------------------------------------------------
 
 -record(buffer, {
-    since :: emqx_bridge_s3_aggregator:timestamp(),
-    until :: emqx_bridge_s3_aggregator:timestamp(),
+    since :: emqx_connector_aggregator:timestamp(),
+    until :: emqx_connector_aggregator:timestamp(),
     seq :: non_neg_integer(),
     filename :: file:filename(),
     fd :: file:io_device() | undefined,
diff --git a/apps/emqx_connector_aggregator/rebar.config b/apps/emqx_connector_aggregator/rebar.config
new file mode 100644
index 000000000..592bd4e41
--- /dev/null
+++ b/apps/emqx_connector_aggregator/rebar.config
@@ -0,0 +1,7 @@
+%% -*- mode: erlang; -*-
+
+{deps, [
+    {emqx, {path, "../../apps/emqx"}}
+]}.
+
+{project_plugins, [erlfmt]}.
diff --git a/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_app.erl b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_app.erl
new file mode 100644
index 000000000..ce6e11ab2
--- /dev/null
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_app.erl
@@ -0,0 +1,25 @@
+%%--------------------------------------------------------------------
+%% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
+%%--------------------------------------------------------------------
+-module(emqx_connector_aggreg_app).
+
+-behaviour(application).
+-export([start/2, stop/1]).
+
+%%------------------------------------------------------------------------------
+%% Type declarations
+%%------------------------------------------------------------------------------
+
+%%------------------------------------------------------------------------------
+%% `application` API
+%%------------------------------------------------------------------------------
+
+start(_StartType, _StartArgs) ->
+    emqx_connector_aggreg_sup:start_link().
+
+stop(_State) ->
+    ok.
+
+%%------------------------------------------------------------------------------
+%% Internal fns
+%%------------------------------------------------------------------------------
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_buffer.erl b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_buffer.erl
similarity index 99%
rename from apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_buffer.erl
rename to apps/emqx_connector_aggregator/src/emqx_connector_aggreg_buffer.erl
index 503b864a7..3d0aa3157 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_buffer.erl
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_buffer.erl
@@ -17,7 +17,7 @@
 %% ...
 %% ```
 %% ^ ETF = Erlang External Term Format (i.e. `erlang:term_to_binary/1`).
--module(emqx_bridge_s3_aggreg_buffer).
+-module(emqx_connector_aggreg_buffer).
 
 -export([
     new_writer/2,
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_csv.erl b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_csv.erl
similarity index 95%
rename from apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_csv.erl
rename to apps/emqx_connector_aggregator/src/emqx_connector_aggreg_csv.erl
index 33895d8c1..bfca6f336 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_csv.erl
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_csv.erl
@@ -2,8 +2,8 @@
 %% Copyright (c) 2022-2024 EMQ Technologies Co., Ltd. All Rights Reserved.
 %%--------------------------------------------------------------------
 
-%% CSV container implementation for `emqx_bridge_s3_aggregator`.
--module(emqx_bridge_s3_aggreg_csv).
+%% CSV container implementation for `emqx_connector_aggregator`.
+-module(emqx_connector_aggreg_csv).
 
 %% Container API
 -export([
@@ -33,7 +33,7 @@
     column_order => [column()]
 }.
 
--type record() :: emqx_bridge_s3_aggregator:record().
+-type record() :: emqx_connector_aggregator:record().
 -type column() :: binary().
 
 %%
diff --git a/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_delivery.erl b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_delivery.erl
new file mode 100644
index 000000000..ed74311b5
--- /dev/null
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_delivery.erl
@@ -0,0 +1,183 @@
+%%--------------------------------------------------------------------
+%% Copyright (c) 2022-2024 EMQ Technologies Co., Ltd. All Rights Reserved.
+%%--------------------------------------------------------------------
+
+%% This module takes aggregated records from a buffer and delivers them to a blob storage
+%% backend, wrapped in a configurable container (though currently there's only CSV).
+-module(emqx_connector_aggreg_delivery).
+
+-include_lib("snabbkaffe/include/trace.hrl").
+-include("emqx_connector_aggregator.hrl").
+
+-export([start_link/3]).
+
+%% Internal exports
+-export([
+    init/4,
+    loop/3
+]).
+
+%% Sys
+-export([
+    system_continue/3,
+    system_terminate/4,
+    format_status/2
+]).
+
+-record(delivery, {
+    name :: _Name,
+    callback_module :: module(),
+    container :: emqx_connector_aggreg_csv:container(),
+    reader :: emqx_connector_aggreg_buffer:reader(),
+    upload :: impl_specific_upload_state(),
+    empty :: boolean()
+}).
+
+-type state() :: #delivery{}.
+
+-type init_opts() :: #{
+    callback_module := module(),
+    any() => term()
+}.
+
+-type impl_specific_upload_state() :: term().
+
+-callback init_upload_state(buffer(), map()) -> impl_specific_upload_state().
+
+-callback process_append(iodata(), impl_specific_upload_state()) ->
+    {ok, impl_specific_upload_state()}.
+
+-callback process_write(impl_specific_upload_state()) -> impl_specific_upload_state().
+
+-callback process_complete(impl_specific_upload_state()) -> {ok, term()}.
+
+%%
+
+start_link(Name, Buffer, Opts) ->
+    proc_lib:start_link(?MODULE, init, [self(), Name, Buffer, Opts]).
+
+%%
+
+-spec init(pid(), _Name, buffer(), init_opts()) -> no_return().
+init(Parent, Name, Buffer, Opts) ->
+    ?tp(connector_aggreg_delivery_started, #{action => Name, buffer => Buffer}),
+    Reader = open_buffer(Buffer),
+    Delivery = init_delivery(Name, Reader, Buffer, Opts#{action => Name}),
+    _ = erlang:process_flag(trap_exit, true),
+    ok = proc_lib:init_ack({ok, self()}),
+    loop(Delivery, Parent, []).
+
+init_delivery(
+    Name,
+    Reader,
+    Buffer,
+    Opts = #{
+        container := ContainerOpts,
+        callback_module := Mod
+    }
+) ->
+    #delivery{
+        name = Name,
+        callback_module = Mod,
+        container = mk_container(ContainerOpts),
+        reader = Reader,
+        upload = Mod:init_upload_state(Buffer, Opts),
+        empty = true
+    }.
+
+open_buffer(#buffer{filename = Filename}) ->
+    case file:open(Filename, [read, binary, raw]) of
+        {ok, FD} ->
+            {_Meta, Reader} = emqx_connector_aggreg_buffer:new_reader(FD),
+            Reader;
+        {error, Reason} ->
+            error({buffer_open_failed, Reason})
+    end.
+
+mk_container(#{type := csv, column_order := OrderOpt}) ->
+    %% TODO: Deduplicate?
+    ColumnOrder = lists:map(fun emqx_utils_conv:bin/1, OrderOpt),
+    emqx_connector_aggreg_csv:new(#{column_order => ColumnOrder}).
+
+%%
+
+-spec loop(state(), pid(), [sys:debug_option()]) -> no_return().
+loop(Delivery, Parent, Debug) ->
+    %% NOTE: This function is mocked in tests.
+    receive
+        Msg -> handle_msg(Msg, Delivery, Parent, Debug)
+    after 0 ->
+        process_delivery(Delivery, Parent, Debug)
+    end.
+
+process_delivery(Delivery0 = #delivery{reader = Reader0}, Parent, Debug) ->
+    case emqx_connector_aggreg_buffer:read(Reader0) of
+        {Records = [#{} | _], Reader} ->
+            Delivery1 = Delivery0#delivery{reader = Reader},
+            Delivery2 = process_append_records(Records, Delivery1),
+            Delivery = process_write(Delivery2),
+            loop(Delivery, Parent, Debug);
+        {[], Reader} ->
+            Delivery = Delivery0#delivery{reader = Reader},
+            loop(Delivery, Parent, Debug);
+        eof ->
+            process_complete(Delivery0);
+        {Unexpected, _Reader} ->
+            exit({buffer_unexpected_record, Unexpected})
+    end.
+
+process_append_records(
+    Records,
+    Delivery = #delivery{
+        callback_module = Mod,
+        container = Container0,
+        upload = Upload0
+    }
+) ->
+    {Writes, Container} = emqx_connector_aggreg_csv:fill(Records, Container0),
+    {ok, Upload} = Mod:process_append(Writes, Upload0),
+    Delivery#delivery{
+        container = Container,
+        upload = Upload,
+        empty = false
+    }.
+
+process_write(Delivery = #delivery{callback_module = Mod, upload = Upload0}) ->
+    Upload = Mod:process_write(Upload0),
+    Delivery#delivery{upload = Upload}.
+
+process_complete(#delivery{name = Name, empty = true}) ->
+    ?tp(connector_aggreg_delivery_completed, #{action => Name, upload => empty}),
+    exit({shutdown, {skipped, empty}});
+process_complete(#delivery{
+    name = Name, callback_module = Mod, container = Container, upload = Upload0
+}) ->
+    Trailer = emqx_connector_aggreg_csv:close(Container),
+    {ok, Upload} = Mod:process_append(Trailer, Upload0),
+    {ok, Completed} = Mod:process_complete(Upload),
+    ?tp(connector_aggreg_delivery_completed, #{action => Name, upload => Completed}),
+    ok.
+
+%%
+
+handle_msg({system, From, Msg}, Delivery, Parent, Debug) ->
+    sys:handle_system_msg(Msg, From, Parent, ?MODULE, Debug, Delivery);
+handle_msg({'EXIT', Parent, Reason}, Delivery, Parent, Debug) ->
+    system_terminate(Reason, Parent, Debug, Delivery);
+handle_msg(_Msg, Delivery, Parent, Debug) ->
+    loop(Parent, Debug, Delivery).
+
+-spec system_continue(pid(), [sys:debug_option()], state()) -> no_return().
+system_continue(Parent, Debug, Delivery) ->
+    loop(Delivery, Parent, Debug).
+
+-spec system_terminate(_Reason, pid(), [sys:debug_option()], state()) -> _.
+system_terminate(_Reason, _Parent, _Debug, #delivery{callback_module = Mod, upload = Upload}) ->
+    Mod:process_terminate(Upload).
+
+-spec format_status(normal, Args :: [term()]) -> _StateFormatted.
+format_status(_Normal, [_PDict, _SysState, _Parent, _Debug, Delivery]) ->
+    #delivery{callback_module = Mod} = Delivery,
+    Delivery#delivery{
+        upload = Mod:process_format_status(Delivery#delivery.upload)
+    }.
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_sup.erl b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_sup.erl
similarity index 95%
rename from apps/emqx_bridge_s3/src/emqx_bridge_s3_sup.erl
rename to apps/emqx_connector_aggregator/src/emqx_connector_aggreg_sup.erl
index 230711a76..e80652542 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_sup.erl
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_sup.erl
@@ -2,7 +2,7 @@
 %% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
 %%--------------------------------------------------------------------
 
--module(emqx_bridge_s3_sup).
+-module(emqx_connector_aggreg_sup).
 
 -export([
     start_link/0,
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_upload_sup.erl b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_upload_sup.erl
similarity index 91%
rename from apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_upload_sup.erl
rename to apps/emqx_connector_aggregator/src/emqx_connector_aggreg_upload_sup.erl
index 973187b7e..d08b3b8ed 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggreg_upload_sup.erl
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggreg_upload_sup.erl
@@ -2,7 +2,7 @@
 %% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
 %%--------------------------------------------------------------------
 
--module(emqx_bridge_s3_aggreg_upload_sup).
+-module(emqx_connector_aggreg_upload_sup).
 
 -export([
     start_link/3,
@@ -33,7 +33,7 @@ start_delivery(Name, Buffer) ->
     supervisor:start_child(?SUPREF(Name), [Buffer]).
 
 start_delivery_proc(Name, DeliveryOpts, Buffer) ->
-    emqx_bridge_s3_aggreg_delivery:start_link(Name, Buffer, DeliveryOpts).
+    emqx_connector_aggreg_delivery:start_link(Name, Buffer, DeliveryOpts).
 
 %%
 
@@ -45,7 +45,7 @@ init({root, Name, AggregOpts, DeliveryOpts}) ->
     },
     AggregatorChildSpec = #{
         id => aggregator,
-        start => {emqx_bridge_s3_aggregator, start_link, [Name, AggregOpts]},
+        start => {emqx_connector_aggregator, start_link, [Name, AggregOpts]},
         type => worker,
         restart => permanent
     },
diff --git a/apps/emqx_connector_aggregator/src/emqx_connector_aggregator.app.src b/apps/emqx_connector_aggregator/src/emqx_connector_aggregator.app.src
new file mode 100644
index 000000000..550bf96a5
--- /dev/null
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggregator.app.src
@@ -0,0 +1,14 @@
+{application, emqx_connector_aggregator, [
+    {description, "EMQX Enterprise Connector Data Aggregator"},
+    {vsn, "0.1.0"},
+    {registered, []},
+    {applications, [
+        kernel,
+        stdlib,
+        emqx_resource
+    ]},
+    {env, []},
+    {mod, {emqx_connector_aggreg_app, []}},
+    {modules, []},
+    {links, []}
+]}.
diff --git a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggregator.erl b/apps/emqx_connector_aggregator/src/emqx_connector_aggregator.erl
similarity index 95%
rename from apps/emqx_bridge_s3/src/emqx_bridge_s3_aggregator.erl
rename to apps/emqx_connector_aggregator/src/emqx_connector_aggregator.erl
index 47ecdeb4a..01b330646 100644
--- a/apps/emqx_bridge_s3/src/emqx_bridge_s3_aggregator.erl
+++ b/apps/emqx_connector_aggregator/src/emqx_connector_aggregator.erl
@@ -5,12 +5,12 @@
 %% This module manages buffers for aggregating records and offloads them
 %% to separate "delivery" processes when they are full or time interval
 %% is over.
--module(emqx_bridge_s3_aggregator).
+-module(emqx_connector_aggregator).
 
 -include_lib("emqx/include/logger.hrl").
 -include_lib("snabbkaffe/include/trace.hrl").
 
--include("emqx_bridge_s3_aggregator.hrl").
+-include("emqx_connector_aggregator.hrl").
 
 -export([
     start_link/2,
@@ -90,9 +90,9 @@ write_records_limited(Name, Buffer = #buffer{max_records = MaxRecords}, Records)
     end.
 
 write_records(Name, Buffer = #buffer{fd = Writer}, Records) ->
-    case emqx_bridge_s3_aggreg_buffer:write(Records, Writer) of
+    case emqx_connector_aggreg_buffer:write(Records, Writer) of
         ok ->
-            ?tp(s3_aggreg_records_written, #{action => Name, records => Records}),
+            ?tp(connector_aggreg_records_written, #{action => Name, records => Records}),
             ok;
         {error, terminated} ->
             BufferNext = rotate_buffer(Name, Buffer),
@@ -250,9 +250,9 @@ compute_since(Timestamp, PrevSince, Interval) ->
 allocate_buffer(Since, Seq, St = #st{name = Name}) ->
     Buffer = #buffer{filename = Filename, cnt_records = Counter} = mk_buffer(Since, Seq, St),
     {ok, FD} = file:open(Filename, [write, binary]),
-    Writer = emqx_bridge_s3_aggreg_buffer:new_writer(FD, _Meta = []),
+    Writer = emqx_connector_aggreg_buffer:new_writer(FD, _Meta = []),
     _ = add_counter(Counter),
-    ?tp(s3_aggreg_buffer_allocated, #{action => Name, filename => Filename}),
+    ?tp(connector_aggreg_buffer_allocated, #{action => Name, filename => Filename}),
     Buffer#buffer{fd = Writer}.
 
 recover_buffer(Buffer = #buffer{filename = Filename, cnt_records = Counter}) ->
@@ -274,7 +274,7 @@ recover_buffer(Buffer = #buffer{filename = Filename, cnt_records = Counter}) ->
     end.
 
 recover_buffer_writer(FD, Filename) ->
-    try emqx_bridge_s3_aggreg_buffer:new_reader(FD) of
+    try emqx_connector_aggreg_buffer:new_reader(FD) of
         {_Meta, Reader} -> recover_buffer_writer(FD, Filename, Reader, 0)
     catch
         error:Reason ->
@@ -282,7 +282,7 @@ recover_buffer_writer(FD, Filename) ->
     end.
 
 recover_buffer_writer(FD, Filename, Reader0, NWritten) ->
-    try emqx_bridge_s3_aggreg_buffer:read(Reader0) of
+    try emqx_connector_aggreg_buffer:read(Reader0) of
         {Records, Reader} when is_list(Records) ->
             recover_buffer_writer(FD, Filename, Reader, NWritten + length(Records));
         {Unexpected, _Reader} ->
@@ -303,7 +303,7 @@ recover_buffer_writer(FD, Filename, Reader0, NWritten) ->
                     "Buffer is truncated or corrupted somewhere in the middle. "
                     "Corrupted records will be discarded."
             }),
-            Writer = emqx_bridge_s3_aggreg_buffer:takeover(Reader0),
+            Writer = emqx_connector_aggreg_buffer:takeover(Reader0),
             {ok, Writer, NWritten}
     end.
 
@@ -362,7 +362,7 @@ lookup_current_buffer(Name) ->
 %%
 
 enqueue_delivery(Buffer, St = #st{name = Name, deliveries = Ds}) ->
-    {ok, Pid} = emqx_bridge_s3_aggreg_upload_sup:start_delivery(Name, Buffer),
+    {ok, Pid} = emqx_connector_aggreg_upload_sup:start_delivery(Name, Buffer),
     MRef = erlang:monitor(process, Pid),
     St#st{deliveries = Ds#{MRef => Buffer}}.
 
diff --git a/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_buffer_SUITE.erl b/apps/emqx_connector_aggregator/test/emqx_connector_aggreg_buffer_SUITE.erl
similarity index 75%
rename from apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_buffer_SUITE.erl
rename to apps/emqx_connector_aggregator/test/emqx_connector_aggreg_buffer_SUITE.erl
index 199e070d3..0c172cc83 100644
--- a/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_buffer_SUITE.erl
+++ b/apps/emqx_connector_aggregator/test/emqx_connector_aggreg_buffer_SUITE.erl
@@ -2,7 +2,7 @@
 %% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
 %%--------------------------------------------------------------------
 
--module(emqx_bridge_s3_aggreg_buffer_SUITE).
+-module(emqx_connector_aggreg_buffer_SUITE).
 
 -compile(nowarn_export_all).
 -compile(export_all).
@@ -29,7 +29,7 @@ t_write_read_cycle(Config) ->
     Filename = mk_filename(?FUNCTION_NAME, Config),
     Metadata = {?MODULE, #{tc => ?FUNCTION_NAME}},
     {ok, WFD} = file:open(Filename, [write, binary]),
-    Writer = emqx_bridge_s3_aggreg_buffer:new_writer(WFD, Metadata),
+    Writer = emqx_connector_aggreg_buffer:new_writer(WFD, Metadata),
     Terms = [
         [],
         [[[[[[[[]]]]]]]],
@@ -43,12 +43,12 @@ t_write_read_cycle(Config) ->
         {<<"application/json">>, emqx_utils_json:encode(#{j => <<"son">>, null => null})}
     ],
     ok = lists:foreach(
-        fun(T) -> ?assertEqual(ok, emqx_bridge_s3_aggreg_buffer:write(T, Writer)) end,
+        fun(T) -> ?assertEqual(ok, emqx_connector_aggreg_buffer:write(T, Writer)) end,
         Terms
     ),
     ok = file:close(WFD),
     {ok, RFD} = file:open(Filename, [read, binary, raw]),
-    {MetadataRead, Reader} = emqx_bridge_s3_aggreg_buffer:new_reader(RFD),
+    {MetadataRead, Reader} = emqx_connector_aggreg_buffer:new_reader(RFD),
     ?assertEqual(Metadata, MetadataRead),
     TermsRead = read_until_eof(Reader),
     ?assertEqual(Terms, TermsRead).
@@ -60,7 +60,7 @@ t_read_empty(Config) ->
     {ok, RFD} = file:open(Filename, [read, binary]),
     ?assertError(
         {buffer_incomplete, header},
-        emqx_bridge_s3_aggreg_buffer:new_reader(RFD)
+        emqx_connector_aggreg_buffer:new_reader(RFD)
     ).
 
 t_read_garbage(Config) ->
@@ -71,14 +71,14 @@ t_read_garbage(Config) ->
     {ok, RFD} = file:open(Filename, [read, binary]),
     ?assertError(
         badarg,
-        emqx_bridge_s3_aggreg_buffer:new_reader(RFD)
+        emqx_connector_aggreg_buffer:new_reader(RFD)
     ).
 
 t_read_truncated(Config) ->
     Filename = mk_filename(?FUNCTION_NAME, Config),
     {ok, WFD} = file:open(Filename, [write, binary]),
     Metadata = {?MODULE, #{tc => ?FUNCTION_NAME}},
-    Writer = emqx_bridge_s3_aggreg_buffer:new_writer(WFD, Metadata),
+    Writer = emqx_connector_aggreg_buffer:new_writer(WFD, Metadata),
     Terms = [
         [[[[[[[[[[[]]]]]]]]]]],
         lists:seq(1, 100000),
@@ -88,36 +88,36 @@ t_read_truncated(Config) ->
     LastTerm =
         {<<"application/json">>, emqx_utils_json:encode(#{j => <<"son">>, null => null})},
     ok = lists:foreach(
-        fun(T) -> ?assertEqual(ok, emqx_bridge_s3_aggreg_buffer:write(T, Writer)) end,
+        fun(T) -> ?assertEqual(ok, emqx_connector_aggreg_buffer:write(T, Writer)) end,
         Terms
     ),
     {ok, WPos} = file:position(WFD, cur),
-    ?assertEqual(ok, emqx_bridge_s3_aggreg_buffer:write(LastTerm, Writer)),
+    ?assertEqual(ok, emqx_connector_aggreg_buffer:write(LastTerm, Writer)),
     ok = file:close(WFD),
-    ok = emqx_bridge_s3_test_helpers:truncate_at(Filename, WPos + 1),
+    ok = emqx_connector_aggregator_test_helpers:truncate_at(Filename, WPos + 1),
     {ok, RFD1} = file:open(Filename, [read, binary]),
-    {Metadata, Reader0} = emqx_bridge_s3_aggreg_buffer:new_reader(RFD1),
+    {Metadata, Reader0} = emqx_connector_aggreg_buffer:new_reader(RFD1),
     {ReadTerms1, Reader1} = read_terms(length(Terms), Reader0),
     ?assertEqual(Terms, ReadTerms1),
     ?assertError(
         badarg,
-        emqx_bridge_s3_aggreg_buffer:read(Reader1)
+        emqx_connector_aggreg_buffer:read(Reader1)
     ),
-    ok = emqx_bridge_s3_test_helpers:truncate_at(Filename, WPos div 2),
+    ok = emqx_connector_aggregator_test_helpers:truncate_at(Filename, WPos div 2),
     {ok, RFD2} = file:open(Filename, [read, binary]),
-    {Metadata, Reader2} = emqx_bridge_s3_aggreg_buffer:new_reader(RFD2),
+    {Metadata, Reader2} = emqx_connector_aggreg_buffer:new_reader(RFD2),
     {ReadTerms2, Reader3} = read_terms(_FitsInto = 3, Reader2),
     ?assertEqual(lists:sublist(Terms, 3), ReadTerms2),
     ?assertError(
         badarg,
-        emqx_bridge_s3_aggreg_buffer:read(Reader3)
+        emqx_connector_aggreg_buffer:read(Reader3)
     ).
 
 t_read_truncated_takeover_write(Config) ->
     Filename = mk_filename(?FUNCTION_NAME, Config),
     {ok, WFD} = file:open(Filename, [write, binary]),
     Metadata = {?MODULE, #{tc => ?FUNCTION_NAME}},
-    Writer1 = emqx_bridge_s3_aggreg_buffer:new_writer(WFD, Metadata),
+    Writer1 = emqx_connector_aggreg_buffer:new_writer(WFD, Metadata),
     Terms1 = [
         [[[[[[[[[[[]]]]]]]]]]],
         lists:seq(1, 10000),
@@ -129,14 +129,14 @@ t_read_truncated_takeover_write(Config) ->
         {<<"application/x-octet-stream">>, rand:bytes(102400)}
     ],
     ok = lists:foreach(
-        fun(T) -> ?assertEqual(ok, emqx_bridge_s3_aggreg_buffer:write(T, Writer1)) end,
+        fun(T) -> ?assertEqual(ok, emqx_connector_aggreg_buffer:write(T, Writer1)) end,
         Terms1
     ),
     {ok, WPos} = file:position(WFD, cur),
     ok = file:close(WFD),
-    ok = emqx_bridge_s3_test_helpers:truncate_at(Filename, WPos div 2),
+    ok = emqx_connector_aggregator_test_helpers:truncate_at(Filename, WPos div 2),
     {ok, RWFD} = file:open(Filename, [read, write, binary]),
-    {Metadata, Reader0} = emqx_bridge_s3_aggreg_buffer:new_reader(RWFD),
+    {Metadata, Reader0} = emqx_connector_aggreg_buffer:new_reader(RWFD),
     {ReadTerms1, Reader1} = read_terms(_Survived = 3, Reader0),
     ?assertEqual(
         lists:sublist(Terms1, 3),
@@ -144,16 +144,16 @@ t_read_truncated_takeover_write(Config) ->
     ),
     ?assertError(
         badarg,
-        emqx_bridge_s3_aggreg_buffer:read(Reader1)
+        emqx_connector_aggreg_buffer:read(Reader1)
     ),
-    Writer2 = emqx_bridge_s3_aggreg_buffer:takeover(Reader1),
+    Writer2 = emqx_connector_aggreg_buffer:takeover(Reader1),
     ok = lists:foreach(
-        fun(T) -> ?assertEqual(ok, emqx_bridge_s3_aggreg_buffer:write(T, Writer2)) end,
+        fun(T) -> ?assertEqual(ok, emqx_connector_aggreg_buffer:write(T, Writer2)) end,
         Terms2
     ),
     ok = file:close(RWFD),
     {ok, RFD} = file:open(Filename, [read, binary]),
-    {Metadata, Reader2} = emqx_bridge_s3_aggreg_buffer:new_reader(RFD),
+    {Metadata, Reader2} = emqx_connector_aggreg_buffer:new_reader(RFD),
     ReadTerms2 = read_until_eof(Reader2),
     ?assertEqual(
         lists:sublist(Terms1, 3) ++ Terms2,
@@ -168,12 +168,12 @@ mk_filename(Name, Config) ->
 read_terms(0, Reader) ->
     {[], Reader};
 read_terms(N, Reader0) ->
-    {Term, Reader1} = emqx_bridge_s3_aggreg_buffer:read(Reader0),
+    {Term, Reader1} = emqx_connector_aggreg_buffer:read(Reader0),
     {Terms, Reader} = read_terms(N - 1, Reader1),
     {[Term | Terms], Reader}.
 
 read_until_eof(Reader0) ->
-    case emqx_bridge_s3_aggreg_buffer:read(Reader0) of
+    case emqx_connector_aggreg_buffer:read(Reader0) of
         {Term, Reader} ->
             [Term | read_until_eof(Reader)];
         eof ->
diff --git a/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_csv_tests.erl b/apps/emqx_connector_aggregator/test/emqx_connector_aggreg_csv_tests.erl
similarity index 89%
rename from apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_csv_tests.erl
rename to apps/emqx_connector_aggregator/test/emqx_connector_aggreg_csv_tests.erl
index 6da70c6fe..cd7ac8bcb 100644
--- a/apps/emqx_bridge_s3/test/emqx_bridge_s3_aggreg_csv_tests.erl
+++ b/apps/emqx_connector_aggregator/test/emqx_connector_aggreg_csv_tests.erl
@@ -2,12 +2,12 @@
 %% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
 %%--------------------------------------------------------------------
 
--module(emqx_bridge_s3_aggreg_csv_tests).
+-module(emqx_connector_aggreg_csv_tests).
 
 -include_lib("eunit/include/eunit.hrl").
 
 encoding_test() ->
-    CSV = emqx_bridge_s3_aggreg_csv:new(#{}),
+    CSV = emqx_connector_aggreg_csv:new(#{}),
     ?assertEqual(
         "A,B,Ç\n"
         "1.2345,string,0.0\n"
@@ -28,7 +28,7 @@ encoding_test() ->
 
 column_order_test() ->
     Order = [<<"ID">>, <<"TS">>],
-    CSV = emqx_bridge_s3_aggreg_csv:new(#{column_order => Order}),
+    CSV = emqx_connector_aggreg_csv:new(#{column_order => Order}),
     ?assertEqual(
         "ID,TS,A,B,D\n"
         "1,2024-01-01,12.34,str,\"[]\"\n"
@@ -63,10 +63,10 @@ fill_close(CSV, LRecords) ->
     string(fill_close_(CSV, LRecords)).
 
 fill_close_(CSV0, [Records | LRest]) ->
-    {Writes, CSV} = emqx_bridge_s3_aggreg_csv:fill(Records, CSV0),
+    {Writes, CSV} = emqx_connector_aggreg_csv:fill(Records, CSV0),
     [Writes | fill_close_(CSV, LRest)];
 fill_close_(CSV, []) ->
-    [emqx_bridge_s3_aggreg_csv:close(CSV)].
+    [emqx_connector_aggreg_csv:close(CSV)].
 
 string(Writes) ->
     unicode:characters_to_list(Writes).
diff --git a/apps/emqx_connector_aggregator/test/emqx_connector_aggregator_test_helpers.erl b/apps/emqx_connector_aggregator/test/emqx_connector_aggregator_test_helpers.erl
new file mode 100644
index 000000000..c4e236c49
--- /dev/null
+++ b/apps/emqx_connector_aggregator/test/emqx_connector_aggregator_test_helpers.erl
@@ -0,0 +1,25 @@
+%%--------------------------------------------------------------------
+%% Copyright (c) 2024 EMQ Technologies Co., Ltd. All Rights Reserved.
+%%--------------------------------------------------------------------
+
+-module(emqx_connector_aggregator_test_helpers).
+
+-compile(nowarn_export_all).
+-compile(export_all).
+
+%% API
+-export([]).
+
+%%------------------------------------------------------------------------------
+%% File utilities
+%%------------------------------------------------------------------------------
+
+truncate_at(Filename, Pos) ->
+    {ok, FD} = file:open(Filename, [read, write, binary]),
+    {ok, Pos} = file:position(FD, Pos),
+    ok = file:truncate(FD),
+    ok = file:close(FD).
+
+%%------------------------------------------------------------------------------
+%% Internal fns
+%%------------------------------------------------------------------------------
diff --git a/apps/emqx_machine/priv/reboot_lists.eterm b/apps/emqx_machine/priv/reboot_lists.eterm
index ef42c0fc9..6b04e71f6 100644
--- a/apps/emqx_machine/priv/reboot_lists.eterm
+++ b/apps/emqx_machine/priv/reboot_lists.eterm
@@ -89,6 +89,7 @@
             emqx_license,
             emqx_enterprise,
             emqx_message_validation,
+            emqx_connector_aggregator,
             emqx_bridge_kafka,
             emqx_bridge_pulsar,
             emqx_bridge_gcp_pubsub,
diff --git a/mix.exs b/mix.exs
index 8fb920c87..edcef686d 100644
--- a/mix.exs
+++ b/mix.exs
@@ -158,6 +158,7 @@ defmodule EMQXUmbrella.MixProject do
   # need to remove those when listing `/apps/`...
   defp enterprise_umbrella_apps(_release_type) do
     MapSet.new([
+      :emqx_connector_aggregator,
       :emqx_bridge_kafka,
       :emqx_bridge_confluent,
       :emqx_bridge_gcp_pubsub,
diff --git a/rebar.config.erl b/rebar.config.erl
index e2e86bc29..399f34b18 100644
--- a/rebar.config.erl
+++ b/rebar.config.erl
@@ -76,6 +76,7 @@ is_cover_enabled() ->
 is_enterprise(ce) -> false;
 is_enterprise(ee) -> true.
 
+is_community_umbrella_app("apps/emqx_connector_aggregator") -> false;
 is_community_umbrella_app("apps/emqx_bridge_kafka") -> false;
 is_community_umbrella_app("apps/emqx_bridge_confluent") -> false;
 is_community_umbrella_app("apps/emqx_bridge_gcp_pubsub") -> false;