diff --git a/syncapi/storage/postgres/stats.go b/syncapi/storage/postgres/stats.go
new file mode 100644
index 000000000..a18b776da
--- /dev/null
+++ b/syncapi/storage/postgres/stats.go
@@ -0,0 +1,105 @@
+// Copyright 2022 The Matrix.org Foundation C.I.C.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package postgres
+
+import (
+	"context"
+	"database/sql"
+	"fmt"
+
+	"github.com/matrix-org/dendrite/internal/sqlutil"
+	"github.com/matrix-org/dendrite/syncapi/storage/tables"
+)
+
+const countEventTypesSQL = ""+
+	"SELECT COUNT(*) FROM syncapi_output_room_events"+
+	" WHERE type = $1 AND id > $2 AND sender like $3"
+
+const countActiveRoomsSQL = ""+
+	"SELECT COUNT(DISTINCT room_id) FROM syncapi_output_room_events"+
+	" WHERE type = $1 AND id > $2"
+
+type statsStatements struct {
+	serverName string
+	countTypesStmt *sql.Stmt
+	countActiveRoomsStmt *sql.Stmt
+}
+
+func PrepareStats(db *sql.DB, serverName string) (tables.Stats, error) {
+	s := &statsStatements{
+		serverName: serverName,
+	}
+	return s, sqlutil.StatementList{
+		{&s.countTypesStmt, countEventTypesSQL},
+		{&s.countActiveRoomsStmt, countActiveRoomsSQL},
+	}.Prepare(db)
+}
+
+func (s *statsStatements) DailyE2EEMessages(ctx context.Context, txn *sql.Tx, prevID int64) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countTypesStmt)
+	err = stmt.QueryRowContext(ctx,
+		"m.room.encrypted",
+		prevID, "%",
+	).Scan(&result)
+	return
+}
+
+func (s *statsStatements) DailySentE2EEMessages(ctx context.Context, txn *sql.Tx, prevID int64) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countTypesStmt)
+	err = stmt.QueryRowContext(ctx,
+		"m.room.encrypted",
+		prevID,
+		fmt.Sprintf("%%:%s", s.serverName),
+	).Scan(&result)
+	return
+}
+
+func (s *statsStatements) DailyMessages(ctx context.Context, txn *sql.Tx, prevID int64) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countTypesStmt)
+	err = stmt.QueryRowContext(ctx,
+		"m.room.message",
+		prevID,
+		"%",
+	).Scan(&result)
+	return
+}
+
+func (s *statsStatements) DailySentMessages(ctx context.Context, txn *sql.Tx, prevID int64) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countTypesStmt)
+	err = stmt.QueryRowContext(ctx,
+		prevID,
+		"m.room.message",
+		fmt.Sprintf("%%:%s", s.serverName),
+	).Scan(&result)
+	return
+}
+
+func (s *statsStatements) DailyActiveE2EERooms(ctx context.Context, txn *sql.Tx, prevID int64) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countActiveRoomsStmt)
+	err = stmt.QueryRowContext(ctx,
+		"m.room.encrypted",
+		prevID,
+	).Scan(&result)
+	return
+}
+
+func (s *statsStatements) DailyActiveRooms(ctx context.Context, txn *sql.Tx, prevID int64) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countActiveRoomsStmt)
+	err = stmt.QueryRowContext(ctx,
+		"m.room.message",
+		prevID,
+	).Scan(&result)
+	return
+}
\ No newline at end of file
diff --git a/syncapi/storage/tables/interface.go b/syncapi/storage/tables/interface.go
index 1d807ee6b..2c3cbf82f 100644
--- a/syncapi/storage/tables/interface.go
+++ b/syncapi/storage/tables/interface.go
@@ -171,3 +171,6 @@ type Memberships interface {
 	UpsertMembership(ctx context.Context, txn *sql.Tx, event *gomatrixserverlib.HeaderedEvent, streamPos, topologicalPos types.StreamPosition) error
 	SelectMembership(ctx context.Context, txn *sql.Tx, roomID, userID, memberships []string) (eventID string, streamPos, topologyPos types.StreamPosition, err error)
 }
+
+type Stats interface {
+}
\ No newline at end of file
diff --git a/userapi/storage/postgres/stats.go b/userapi/storage/postgres/stats.go
new file mode 100644
index 000000000..d9f20d60b
--- /dev/null
+++ b/userapi/storage/postgres/stats.go
@@ -0,0 +1,69 @@
+// Copyright 2022 The Matrix.org Foundation C.I.C.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package postgres
+
+import (
+	"context"
+	"database/sql"
+	"time"
+
+	"github.com/matrix-org/dendrite/internal/sqlutil"
+	"github.com/matrix-org/dendrite/syncapi/storage/tables"
+	"github.com/matrix-org/gomatrixserverlib"
+)
+
+const countUsersLastSeenAfterSQL = ""+
+	"SELECT COUNT(*) FROM ("+
+	" SELECT user_id FROM device_devices WHERE last_seen > $1 "+
+	" GROUP BY user_id"+
+	" )"
+
+const countActiveRoomsSQL = ""+
+	"SELECT COUNT(DISTINCT room_id) FROM syncapi_output_room_events"+
+	" WHERE type = $1 AND id > $2"
+
+type statsStatements struct {
+	serverName string
+	countUsersLastSeenAfterStmt *sql.Stmt
+	countActiveRoomsStmt *sql.Stmt
+}
+
+func PrepareStats(db *sql.DB, serverName string) (tables.Stats, error) {
+	s := &statsStatements{
+		serverName: serverName,
+	}
+	return s, sqlutil.StatementList{
+		{&s.countUsersLastSeenAfterStmt, countUsersLastSeenAfterSQL},
+		{&s.countActiveRoomsStmt, countActiveRoomsSQL},
+	}.Prepare(db)
+}
+
+func (s *statsStatements) DailyUsers(ctx context.Context, txn *sql.Tx) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countUsersLastSeenAfterStmt)
+	lastSeenAfter := time.Now().AddDate(0, 0, 1)
+	err = stmt.QueryRowContext(ctx,
+		gomatrixserverlib.AsTimestamp(lastSeenAfter),
+	).Scan(&result)
+	return
+}
+
+func (s *statsStatements) MonthlyUsers(ctx context.Context, txn *sql.Tx) (result int64, err error) {
+	stmt := sqlutil.TxStmt(txn, s.countUsersLastSeenAfterStmt)
+	lastSeenAfter := time.Now().AddDate(0, 0, 30)
+	err = stmt.QueryRowContext(ctx,
+		gomatrixserverlib.AsTimestamp(lastSeenAfter),
+	).Scan(&result)
+	return
+}
\ No newline at end of file
diff --git a/userapi/storage/tables/interface.go b/userapi/storage/tables/interface.go
index 12939ced5..186b388ef 100644
--- a/userapi/storage/tables/interface.go
+++ b/userapi/storage/tables/interface.go
@@ -93,3 +93,5 @@ type ThreePIDTable interface {
 	InsertThreePID(ctx context.Context, txn *sql.Tx, threepid, medium, localpart string) (err error)
 	DeleteThreePID(ctx context.Context, txn *sql.Tx, threepid string, medium string) (err error)
 }
+
+type Stats interface{}
\ No newline at end of file