diff --git a/AUTHORS.rst b/AUTHORS.rst
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--- a/AUTHORS.rst
+++ b/AUTHORS.rst
@@ -8,3 +8,9 @@
 Contributors
 ============
 
+- Chiara Bigarella
+- Chris Topaloudis
+- Diego Rodriguez
+- Dinos Kousidis
+- Lars Holm Nielsen
+- Rokas Maciulaitis
diff --git a/Dockerfile-build-process-custom.png b/Dockerfile-build-process-custom.png
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diff --git a/LICENSE b/LICENSE
index edde62f..a79aa51 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (C) 2018 CERN.
+Copyright (C) 2018-2019 CERN.
 
 Permission is hereby granted, free of charge, to any person obtaining a copy of
 this software and associated documentation files (the "Software"), to deal in
diff --git a/README.md b/README.md
index cbdf470..4152f24 100644
--- a/README.md
+++ b/README.md
@@ -1,36 +1,50 @@
-# docker-invenio
+# CentOS 7 with Python 3 for Invenio
 
-[![Build Status](https://travis-ci.org/inveniosoftware/docker-invenio.svg?branch=master"BuildStatus\")](https://travis-ci.org/inveniosoftware/docker-invenio/branches?branch=master) [![image](https://img.shields.io/docker/automated/inveniosoftware/centos7-python.svg)](https://hub.docker.com/r/inveniosoftware/centos7-python/) [![image](https://img.shields.io/docker/build/inveniosoftware/centos7-python.svg)](https://hub.docker.com/r/inveniosoftware/centos7-python/builds/)
+[![Build Status](https://travis-ci.org/inveniosoftware/docker-invenio.svg?branch=master)](https://travis-ci.org/inveniosoftware/docker-invenio) [![image](https://img.shields.io/docker/automated/inveniosoftware/centos7-python.svg)](https://hub.docker.com/r/inveniosoftware/centos7-python/) [![image](https://img.shields.io/docker/build/inveniosoftware/centos7-python.svg)](https://hub.docker.com/r/inveniosoftware/centos7-python/builds/)
 
-This repository contains Docker base images to generate the environment for
-[Invenio](https://github.com/inveniosoftware/invenio) applications.
+This image serves as base image for [Invenio](https://github.com/inveniosoftware/invenio) instances running on CentOS7. The purpose is to provide a base image that is usable in production environments like OpenShift.
 
-**Prerequisites** Docker: [https://docs.docker.com/install/](https://docs.docker.com/install/)
+The image is based on the official CentOS image ``centos:7`` and contains:
+
+- Python 3.6 set as default Python interpreter with upgraded versions of pip, pipenv, setuptools and wheel.
+- Tools: Node.js, NPM, Git, Curl Vim, Emacs, Development Tools.
+- Library devel packages: libffi, libxml2, libxslt.
+- Working directory for an Invenio instance.
+
+## Supported tags and respective ``Dockerfile`` links
+
+* 3.6 - [Dockerfile](https://github.com/inveniosoftware/docker-invenio/blob/master/python3.6/Dockerfile).
 
 ## Usage
 
-Detailed usage is described in the [invenio getting started guide](https://invenio-software.org/gettingstarted/).
+This image is used by the scaffolded Dockerfile in the Invenio [getting started guide](https://inveniosoftware.org/gettingstarted/). See the guide for quickly getting started.
 
-## Build the new images
+### Create a ``Dockerfile``
 
-Build the images by running the docker build with the appropiate tag, i.e:
+A simple ``Dockerfile`` using this base image could look like this:
 
-`docker build -f python3.6/Dockerfile -t my-site-base .`
+```
+FROM inveniosoftware/centos7-python:3.6
+COPY ./ .
+COPY ./docker/uwsgi/ ${INVENIO_INSTANCE_PATH}
+RUN ./scripts/bootstrap
+```
 
-## Supported Tags and respective Dockerfile links
+### Environment variables
 
-* 3.6 - [Dockerfile](https://github.com/inveniosoftware/docker-invenio/blob/master/python3.6/Dockerfile).
+The following environment variables has been set:
 
-## Helpful resources
+- ``WORKING_DIR=/opt/invenio``
+- ``INVENIO_INSTANCE_PATH=/opt/invenio/var/instance``
+- ``INVENIO_USER_ID=1000``
 
-* [Docker Community Forums](https://forums.docker.com/)
-* [Docker Community Slack](https://blog.docker.com/2016/11/introducing-docker-community-directory-docker-community-slack/)
-* [Stack Overflow](https://stackoverflow.com/search?tab=newest&q=docker)
-* [Issue tracker](https://github.com/inveniosoftware/docker-invenio/issues)
+### Rolling builds
+
+The image is rebuild when the base image ``centos7:latest`` is updated.  The base image is receiving regular monthly updates as well as emergency fixes.
 
 ## Automated builds
 
-Automated builds are configured using [Docker Hub builds](https://docs.docker.com/docker-hub/builds/). The tiggers are defined the following way:
+Automated builds are configured using [Docker Hub builds](https://docs.docker.com/docker-hub/builds/). The triggers are defined the following way:
 
 ```(bash)
 Branch/tag               Dockerfile                Docker tag
@@ -39,14 +53,11 @@ Push to master     ---> /python3.6/Dockerfile ---> 3.6
 Push /^3\.6.*/ tag ---> /python3.6/Dockerfile ---> git-tag-name, 3.6
 ```
 
-That way, we will use tag `3.6` as latest for Python version and there is also the possibility to push tags for specific use cases such as pinning certain libraries or patches.
-
-Maintained by: [InvenioSoftware](https://github.com/inveniosoftware/)
+This way, we will use tag `3.6` as latest for Python version and there is also the possibility to push tags for specific use cases such as pinning certain libraries or patches.
 
 ## License
 
-This file is part of Invenio.
-Copyright (C) 2015-2018 CERN.
+Copyright (C) 2018-2019 CERN.
 
-Invenio is free software; you can redistribute it and/or modify it
+Docker-Invenio is free software; you can redistribute it and/or modify it
 under the terms of the MIT License; see LICENSE file for more details.