diff --git a/docs/tutorials/aws/role-assumption.md b/docs/tutorials/aws/role-assumption.md
index e9aeec2b..bc156a66 100644
--- a/docs/tutorials/aws/role-assumption.md
+++ b/docs/tutorials/aws/role-assumption.md
@@ -6,7 +6,7 @@ However, there are few ways to run Prowler against multiple accounts using IAM A
 
 1. You can just set up your custom profile inside `~/.aws/config` with all needed information about the role to assume then call it with `prowler aws -p/--profile your-custom-profile`.
 
-2. You can use `-R`/`--role <role_arn>` and Prowler will get those temporary credentials using `aws sts assume-role`, set them up as environment variables and run against that given account.
+2. You can use `-R`/`--role <role_arn>` and Prowler will get those temporary credentials using `Boto3` and run against that given account.
 ```sh
 prowler aws -R arn:aws:iam::<account_id>:role/<role_name>
 ```
@@ -16,8 +16,9 @@ prowler aws -R arn:aws:iam::<account_id>:role/<role_name>
 prowler aws -T/--session-duration <seconds> -I/--external-id <external_id> -R arn:aws:iam::<account_id>:role/<role_name>
 ```
 
->To create a role to assume in multiple accounts easier either as CFN Stack or StackSet, look at [this CloudFormation template](https://github.com/prowler-cloud/prowler/blob/master/permissions/create_role_to_assume_cfn.yaml) and adapt it.
+## Create Role
 
+To create a role to be assumed in one or multiple accounts you can use either as CloudFormation Stack or StackSet the following [template](https://github.com/prowler-cloud/prowler/blob/master/permissions/create_role_to_assume_cfn.yaml) and adapt it.
 
 > _NOTE 1 about Session Duration_: Depending on the mount of checks you run and the size of your infrastructure, Prowler may require more than 1 hour to finish. Use option `-T <seconds>` to allow up to 12h (43200 seconds). To allow more than 1h you need to modify _"Maximum CLI/API session duration"_ for that particular role, read more [here](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_roles_use.html#id_roles_use_view-role-max-session).