diff --git a/tutorials/dev-garage-error-resolution-ai-adapter/dev-garage-error-resolution-ai-adapter.md b/tutorials/dev-garage-error-resolution-ai-adapter/dev-garage-error-resolution-ai-adapter.md
index b3c3471..9159b3f 100644
--- a/tutorials/dev-garage-error-resolution-ai-adapter/dev-garage-error-resolution-ai-adapter.md
+++ b/tutorials/dev-garage-error-resolution-ai-adapter/dev-garage-error-resolution-ai-adapter.md
@@ -73,6 +73,10 @@ Exception Subprocess 1 (runs when anything in the main flow fails):
 | **Call AI** | Calls SAP AI Core through the AI Adapter and receives the diagnosis. |
 | **Attach AI Diagnosis** | Turns the AI answer into readable attachments, a readable message body, and searchable fields in the Monitor. |
 
+By the end of the exercise, you will have an integration flow like the one below:
+
+![Finished integration flow](./assets/ai-adapter-step7-finished-iflow.png)
+
 ---
 
 ### Step 1 — Create a Package and an Integration Flow
@@ -95,7 +99,7 @@ On the package's **Artifacts** tab, click **Add → Integration Flow**. Keep **C
 
 | Field | Value |
 | :--- | :--- |
-| Name | `Error Resolution with AI Adapter` |
+| Name | `Error Resolution with AI Adapter User{{var:userNumber}}` |
 | ID | *(auto-populated)* |
 
 Click **OK**, open the integration flow, and click **Edit**. Delete the default **Sender** and **Receiver**. This flow is started by a timer and has no sender.
@@ -104,8 +108,6 @@ Click **OK**, open the integration flow, and click **Edit**. Delete the default
 
 Click **Save** regularly as you build.
 
----
-
 ### Step 2 — Check the Credential Provisioned for You
 
 The AI Adapter authenticates to SAP AI Core with an OAuth2 credential. It has been created in your tenant, so you don't create it and you never see the client ID, client secret, or token URL.