diff --git a/hugo/content/en/getting_started/integrations/azure.md b/hugo/content/en/getting_started/integrations/azure.md
index 80eea5a49a0..fac8288833e 100644
--- a/hugo/content/en/getting_started/integrations/azure.md
+++ b/hugo/content/en/getting_started/integrations/azure.md
@@ -98,7 +98,7 @@ You select the authentication method when you create or configure an app registr
 
 ### Instructions
 
-1. In the Azure integration tile, click {{< ui >}}+ Add New App registration{{< /ui >}}, then select {{< ui >}}Quickstart{{< /ui >}}.
+1. In the Azure integration tile, click {{< ui >}}\+ Add New App registration{{< /ui >}}, then select {{< ui >}}Quickstart{{< /ui >}}.
 2. Copy the setup script, and run it in the Azure Cloud shell.
 3. Return to the Datadog UI. You should see {{< ui >}}CONNECTED{{< /ui >}} at the top right corner of the setup script.
 4. Select the subscriptions and management groups to collect data from.
@@ -143,7 +143,7 @@ Follow these steps to deploy the Datadog Azure integration through [Terraform][2
 {{< tabs >}}
 {{% tab "Create an app registration" %}}
 
-1. In the [Azure integration tile][100], click {{< ui >}}+ Add New App registration{{< /ui >}}, then select {{< ui >}}Terraform{{< /ui >}}.
+1. In the [Azure integration tile][100], click {{< ui >}}\+ Add New App registration{{< /ui >}}, then select {{< ui >}}Terraform{{< /ui >}}.
 2. Select the subscriptions and management groups to collect data from.
 3. Under {{< ui >}}Authentication Method{{< /ui >}}, select {{< ui >}}Secretless Auth{{< /ui >}} (recommended) to authenticate with a federated credential, or {{< ui >}}Client Secret{{< /ui >}} to store and authenticate with a client secret.
 4. Optionally, click the metric collection toggle to disable all metric collection from Azure. You can also expand the {{< ui >}}Advanced Configuration{{< /ui >}} dropdown to filter metrics by:
@@ -155,19 +155,10 @@ Follow these steps to deploy the Datadog Azure integration through [Terraform][2
 
    You can also click to enable custom metric collection from [Azure Application Insights][101], and disable the collection of usage metrics.
 5. Optionally, click the resource collection toggle to disable the collection of configuration information from your Azure resources.
-6. Configure log collection:
-   - If a log forwarder already exists in the tenant, extend its scope to include any new subscriptions or management groups.
-   - If you're creating a new log forwarder:
-     1. Enter a resource group name to store the log forwarder control plane.
-     1. Select a control plane subscription for the log-forwarding orchestration (LFO).
-     1. Select a region for the control plane.
-
-   See the [Architecture section][102] of the automated log forwarding guide for more information about this architecture.
-7. Copy and run the command under {{< ui >}}Initialize and apply the Terraform{{< /ui >}}.
+6. Copy and run the command under {{< ui >}}Initialize and apply the Terraform{{< /ui >}}.
 
 [100]: https://app.datadoghq.com/integrations/azure/
 [101]: https://learn.microsoft.com/azure/azure-monitor/app/app-insights-overview
-[102]: /logs/guide/azure-automated-log-forwarding/#architecture
 {{% /tab %}}
 
 {{% tab "Use an existing app registration" %}}