diff --git a/docs/deployment.rst b/docs/deployment.rst
index 55ea87d..3746b4e 100644
--- a/docs/deployment.rst
+++ b/docs/deployment.rst
@@ -18,6 +18,7 @@ like this:
    COPY entrypoint.sh /usr/local/bin/
    RUN python -m pip install \
        gunicorn  \
+       inference-server  \
        shipping-forecast  # Our package implementing the hooks
 
    EXPOSE 8080