diff --git a/source/images/MattermostDeployment50kaws.png b/source/images/MattermostDeployment50kaws.png
new file mode 100644
index 00000000000..9c605a5c18e
Binary files /dev/null and b/source/images/MattermostDeployment50kaws.png differ
diff --git a/source/overview/architecture.rst b/source/overview/architecture.rst
index 31d2876c6d4..eb8a1ae9820 100644
--- a/source/overview/architecture.rst
+++ b/source/overview/architecture.rst
@@ -122,6 +122,11 @@ Each AWS diagram represents a full high availability deployment on Amazon Web Se
 
 .. image:: ../images/MattermostDeployment25kaws.png
 
+50,000 Users on E20 - AWS
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. image:: ../images/MattermostDeployment50kaws.png
+
 Database with VIPs
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^