diff --git a/docs/source/deploy.rst b/docs/source/deploy.rst
index a85f0d0..2b70df5 100644
--- a/docs/source/deploy.rst
+++ b/docs/source/deploy.rst
@@ -45,13 +45,13 @@ Deploy resources using the Cloud Formation template
     created and clicking on the ``Events`` tab.
 
     **TechniqueModelARN:**\ The ARN of the subscribed model package for
-    ATTACK Technique detector
+    ATTACK Technique detector. Use version 0.4 Product ARN for the region in which CloudFormation stack is created.
 
     **ClusterModelARN:**\ The ARN of the subscribed model package for
-    Temporal Clustering
+    Temporal Clustering. Use version 0.4 Product ARN for the region in which CloudFormation stack is created.
 
     **FlowModelARN:**\ The ARN of the subscribed model package for MITRE
-    flow detector
+    flow detector. Use version 0.6 Product ARN for the region in which CloudFormation stack is created.
 
     Recommended value for parameter:
 
diff --git a/docs/source/resources/model_arn_cluster.png b/docs/source/resources/model_arn_cluster.png
new file mode 100644
index 0000000..399a68b
Binary files /dev/null and b/docs/source/resources/model_arn_cluster.png differ
diff --git a/docs/source/resources/model_arn_flow.png b/docs/source/resources/model_arn_flow.png
new file mode 100644
index 0000000..d53e22e
Binary files /dev/null and b/docs/source/resources/model_arn_flow.png differ
diff --git a/docs/source/resources/model_arn_tech.png b/docs/source/resources/model_arn_tech.png
new file mode 100644
index 0000000..a014b19
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diff --git a/docs/source/subscription.rst b/docs/source/subscription.rst
index 043862d..97b0520 100644
--- a/docs/source/subscription.rst
+++ b/docs/source/subscription.rst
@@ -18,12 +18,9 @@ ATTACK Technique Detector
         :alt: Subscribe to technique detector
         :align: center
 
-    .. note::
-        Do not click on ``Continue to configuration`` at the top of the page. You can move to the next step.
+3. Click on ``Continue to configuration``. In the section ``Select your launch method``, select ``AWS CloudFormation``. Select the ``Software Version`` as ``0.4`` from the drop down. Select the ``Region`` in which you would want to deploy Cypienta products. Copy and make note of the ``Product Arn``.
 
-3. Make note of the technique detector model package ARN by going to the Sagemaker console. On the left-hand side panel, navigate to Inference → Marketplace model packages. Select ``AWS Marketplace subscriptions`` tab. Click on the desired product title and copy the ``Model package ARN``.
-
-    .. image:: resources/model_package_arn.png
+    .. image:: resources/model_arn_tech.png
         :alt: Subscribe to technique detector
         :align: center
 
@@ -45,12 +42,9 @@ Temporal Clustering
         :alt: Subscribe to technique detector
         :align: center
 
-    .. note::
-        Do not click on ``Continue to configuration`` at the top of the page. You can move to the next step.
-
-3. Make note of the temporal clustering model package ARN by going to the Sagemaker console. On the left hand side panel, navigate to Inference → Marketplace model packages. Select ``AWS Marketplace subscriptions`` tab. Click on the desired product title and copy the ``Model package ARN``.
+3. Click on ``Continue to configuration``. In the section ``Select your launch method``, select ``AWS CloudFormation``. Select the ``Software Version`` as ``0.4`` from the drop down. Select the ``Region`` in which you would want to deploy Cypienta products. Copy and make note of the ``Product Arn``.
 
-    .. image:: resources/model_package_arn.png
+    .. image:: resources/model_arn_cluster.png
         :alt: Subscribe to flow detector
         :align: center
 
@@ -72,11 +66,8 @@ MITRE ATTACK Flow Detector
         :alt: Subscribe to technique detector
         :align: center
 
-    .. note::
-        Do not click on ``Continue to configuration`` at the top of the page. You can move to the next step.
-
-3. Make note of the flow detector model package ARN by going to the Sagemaker console. On the left hand side panel, navigate to Inference → Marketplace model packages. Select ``AWS Marketplace subscriptions`` tab. Click on the desired product title and copy the ``Model package ARN``.
+3. Click on ``Continue to configuration``. In the section ``Select your launch method``, select ``AWS CloudFormation``. Select the ``Software Version`` as ``0.6`` from the drop down. Select the ``Region`` in which you would want to deploy Cypienta products. Copy and make note of the ``Product Arn``.
 
-    .. image:: resources/model_package_arn.png
+    .. image:: resources/model_arn_flow.png
         :alt: Subscribe to technique detector
         :align: center
\ No newline at end of file