diff --git a/scripts/csp-startup-scripts/README.md b/scripts/csp-startup-scripts/README.md
new file mode 100644
index 00000000..46b75001
--- /dev/null
+++ b/scripts/csp-startup-scripts/README.md
@@ -0,0 +1,3 @@
+# Startup Scripts for CSPs with Spark Rapids
+
+With the exception of Dataproc, CSP offerings like EMR have specific set of steps that are required to enable the Spark Rapids Plugin in their environment. The set of scripts here automate parts of that process, for EMR currently. The exact usage can be found in our docs [here](https://docs.nvidia.com/spark-rapids/user-guide/latest/getting-started/aws-emr.html)
diff --git a/scripts/emr-startup-scripts/cgroup-bootstrap-action-emr6.sh b/scripts/csp-startup-scripts/cgroup-bootstrap-action-emr6.sh
similarity index 100%
rename from scripts/emr-startup-scripts/cgroup-bootstrap-action-emr6.sh
rename to scripts/csp-startup-scripts/cgroup-bootstrap-action-emr6.sh
diff --git a/scripts/emr-startup-scripts/cgroup-bootstrap-action-emr7.sh b/scripts/csp-startup-scripts/cgroup-bootstrap-action-emr7.sh
similarity index 100%
rename from scripts/emr-startup-scripts/cgroup-bootstrap-action-emr7.sh
rename to scripts/csp-startup-scripts/cgroup-bootstrap-action-emr7.sh
diff --git a/scripts/emr-startup-scripts/config-emr6.json b/scripts/csp-startup-scripts/config-emr6.json
similarity index 100%
rename from scripts/emr-startup-scripts/config-emr6.json
rename to scripts/csp-startup-scripts/config-emr6.json
diff --git a/scripts/emr-startup-scripts/config-emr7.json b/scripts/csp-startup-scripts/config-emr7.json
similarity index 100%
rename from scripts/emr-startup-scripts/config-emr7.json
rename to scripts/csp-startup-scripts/config-emr7.json
diff --git a/scripts/emr-startup-scripts/emr-spark-plugin-startup.py b/scripts/csp-startup-scripts/emr-spark-plugin-startup.py
similarity index 100%
rename from scripts/emr-startup-scripts/emr-spark-plugin-startup.py
rename to scripts/csp-startup-scripts/emr-spark-plugin-startup.py