diff --git a/modoboa/policyd/core.py b/modoboa/policyd/core.py
index 58b1bfedf..ed710293a 100644
--- a/modoboa/policyd/core.py
+++ b/modoboa/policyd/core.py
@@ -8,7 +8,7 @@ import logging
 
 import aiosmtplib
 from dateutil.relativedelta import relativedelta
-import aioredis
+from redis import asyncio as aioredis
 
 from django.conf import settings
 from django.db import connections
diff --git a/requirements.txt b/requirements.txt
index 323182108..ab4a3fa06 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -37,7 +37,6 @@ rrdtool>=0.1.10
 qrcode
 
 aiosmtplib
-aioredis==2.0.1
 
 # PDF credentials
 reportlab