1974 staeful commitments

src/docs/managed-instance/features/commitments-setup-stateful-aks.md

@@ -42,32 +42,31 @@ Follow the instructions below while referring to the [Azure documentation](https
 1.  Obtain the credentials from your Azure app. Refer to [Get the Azure Credentials Required to Connect Commitments to Spot Products]()
 2.  Create or edit a stateful node. See [Manage Stateful Nodes](https://docs.spot.io/managed-instance/azure/tutorials/manage?id=manage-stateful-nodes).
 3.  In the Availability settings area, next to Utilize RIs/SPs, click **Add permission**.
- 
-    <img width="600" src="https://github.com/user-attachments/assets/cab63ab7-ef89-482f-8758-05a64379aaef" />
+
+   <img src="https://docs.spot.io/managed-instance/_media/create-stateful-node-commitments.png" />
 
 ###  Step 1: App Registrations
 
   1.  In Connect RIs/SPs to Spot wizard, step 1, create (register) a new Azure app or upgrade an existing one.
 
       Upgrade:
 
-      <img width="500" src="https://github.com/user-attachments/assets/52ed6761-4d7a-4a8f-b05c-d0356392b217" />
-
+      <img src="https://docs.spot.io/managed-instance/_media/commitments_register-upgrade-app.png" />
 
       New:
 
-      <img width="500" src="https://github.com/user-attachments/assets/86e527cd-f95d-4be6-a44f-7e01da0c21c4" />
-
+      <img src="https://docs.spot.io/managed-instance/_media/commitments-register-new-app.png" />
+      
 
-2. Copy the following credentials from your Azure app and paste them into the fields:
+3. Copy the following credentials from your Azure app and paste them into the fields:
    * Application (client) ID.
    * Directory (tenant) ID.
 
-3.  Go to Step 2: Certificates and Secrets
+4.  Go to Step 2: Certificates and Secrets
 
 ###  Step 2: Certificates and Secrets
 
-<img width="500" src="https://github.com/user-attachments/assets/e61b0e9d-103d-47f2-b46e-74cac43daa82" />
+   <img src="https://docs.spot.io/managed-instance/_media/commitments-certs-and-secrets.png" />
 
 1. Copy the following credentials from your Azure app and paste them into the fields:
    * Application secret expiration date.
@@ -77,7 +76,7 @@ Follow the instructions below while referring to the [Azure documentation](https
 
 ###  Step 3: Permissions Assignment
 
-<img width="500" src="https://github.com/user-attachments/assets/71cae309-ad03-4c61-9859-c455bef17ec2" />
+   <img src="https://docs.spot.io/managed-instance/_media/commitments-permss-with-reader.png" />
 
 >IMPORTANT:
 >
@@ -89,7 +88,7 @@ Follow the instructions below while referring to the [Azure documentation](https
 
 1.  Select the custom reader role, and the permissions in accordance with those you purchased from Azure (by default, both RI and SP are selected).
 
-2.  Use the following Azure PowerShell script to assign the Reservation Reader role at the tenant level:
+2.  Use the following Azure PowerShell script to assign the Reservation Reader / Savings Plan Reader roles at the tenant level:
 
 ```
 Import-Module Az.Accounts
@@ -152,5 +151,5 @@ Make sure that the VM attached to the specific stateful node also has  `shouldUt
 Under Spot API > Elastigroup > Elastigroup Azure Stateful >...  
 
 * [Create Stateful Node](https://docs.spot.io/api/#tag/Elastigroup-Azure-Stateful/operation/azureStatefulNodeCreate) or [Update Stateful Node](https://docs.spot.io/api/#tag/Elastigroup-Azure-Stateful/operation/azureStatefulNodeUpdate)  (under statefulNode > strategy)
-* [Get Stateful Node Status](https://docs.spot.io/api/#tag/Elastigroup-Azure-Stateful/operation/azureStatefulNodeGetStatus) or [Update Stateful Node Status](https://docs.spot.io/api/#tag/Elastigroup-Azure-Stateful/operation/azureStatefulNodeChangeState)
+* [Get Stateful Node Status](https://docs.spot.io/api/#tag/Elastigroup-Azure-Stateful/operation/azureStatefulNodeGetStatus) or [Update Stateful Node Status](https://docs.spot.io/api/#tag/Elastigroup-Azure-Stateful/operation/azureStatefulNodeChangeState)  
 

src/docs/managed-instance/features/commitments-stateful-aks.md

@@ -8,7 +8,7 @@ Cloud service provider relevance: <font color="#FC01CC">Azure Kubernetes</font>
 
 ##  Azure Commitments
 
-Azure Commitments are agreements you make to use a certain amount of Azure resources over a specified period, including RIs and Saving Plans.
+Azure Commitments are agreements you make to use a certain amount of Azure resources over a specified period, including RIs and SPs.
 
 Commitment types are as follows:
 
@@ -20,15 +20,15 @@ You can prioritize available RIs and SPs: Prioritize to prevent their underutili
 
 ###  Azure Reserved Instances
 
-Azure RIs let you reserve VMs in Azure for a one- or three-year term, providing significant cost savings compared to pay-as-you-go pricing, and provide the following benefits:
+Azure RIs let you reserve VMs in Azure for a one, three, or five year term, providing significant cost savings compared to pay-as-you-go pricing, and provide the following benefits:
 
 *  Cost Savings: Typically offers discounts of up to 72% compared to on-demand prices.
 *  Predictable Billing: Helps budget and forecast costs as you pre-purchase capacity.
 *  Flexibility: You can exchange or cancel RIs, providing flexibility in your commitment.
 
 ###  Azure Savings Plans
 
-Azure SPs offer a flexible pricing model that lets you save up to 65% on your Azure compute costs in exchange for a commitment to spend a specific amount over a one- or three-year period and provide the following benefits:
+Azure SPs offer a flexible pricing model that lets you save significantly on your Azure compute costs in exchange for a commitment to spend a specific amount over a one, three, or five year term and provide the following benefits:
 
 *  Flexibility: Unlike RIs, SPs apply to a broader range of services and can adjust based on your usage patterns.
 *  Automatic Savings: Automatically applies savings to eligible resources, making managing costs across multiple services easier.
@@ -37,13 +37,11 @@ Azure SPs offer a flexible pricing model that lets you save up to 65% on your Az
 
 ## Commitments Scenarios
 
-
-<img width="1140px" src="https://github.com/user-attachments/assets/f991b76b-efd4-41a6-9576-3e7895ecb2f5" />
-
+<img src="https://docs.spot.io/managed-instance/_media/stateful-node-commitment-options.png" />
 
 ###  Launching a VM
 
-As part of the scale-up process, Stateful Node checks if an RI or SP applies to the market selection. If so,  utilizes that RI/SP.
+As part of the scale-up process, Stateful Node checks if an RI or SP applies to the market selection. If so, prioritizes that RI/SP.
 
 ###  Running Spot VMs
 
@@ -70,5 +68,5 @@ Stateful Node performs a strategy fix check every **xx (to check)** minutes to d
 The reversion will not occur if:
 
 * There is no alternative commitment or spot VM to revert back to. 
-* It violates the group's regular VM count request. 
+* It violates the group's regular VM count request.