diff --git a/assets/HLD v0.2.vsdx b/assets/HLD v0.2.vsdx
new file mode 100644
index 0000000..402e732
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diff --git a/docs/content/en/docs/Deployment/_index.md b/docs/content/en/docs/Deployment/_index.md
index 0000c44..66d3ead 100644
--- a/docs/content/en/docs/Deployment/_index.md
+++ b/docs/content/en/docs/Deployment/_index.md
@@ -10,39 +10,42 @@ The following diagram shows the high-level architecture of the **AI Hub** soluti
 
 ![High-level Architecture](/aihub/img/AI-Hub-HLD.png)
 
-### Create a new resource group
-```bash
-az group create --name aihub-rg --location westeurope
-```
-### Create a new storage account
-```bash
-az storage account create --name aihubstorage --resource-group aihub-rg --location westeurope --sku Standard_LRS
-```
+## Deployment
 
-### Create a new app service plan
-```bash
-az appservice plan create --name aihub-appservice --resource-group aihub-rg --sku S1
-```
+To deploy the AI Hub on your own Azure subscription, please follow these instructions.
 
-### Create a new web app using dot net 8
-```bash
-az webapp create --name aihub-webapp --resource-group aihub-rg --plan aihub-appservice --runtime "DOTNET|8.0"
-```
+### Prerequisites
 
-### Create an Azure multi service cognitive service account
-```bash
-az cognitiveservices account create --name aihub-cognitiveservice --resource-group aihub-rg  --kind CognitiveServices --sku S0 --location westeurope --yes
-```
+Before deploying the Azure AI Hub, please ensure the following prerequisites are met:
+
+- Please review the values in the `variables.tf` file to create the appropriate `.tfvars` file with the values you prefer. Take into account that some elements in the architecture are optional, like for example private endpoints which by default are not deployed unless the value of the `use_private_endpoints` variable is set to `true`.
+- You have Azure CLI version `2.56.0` or higher installed, or using the Azure Cloud Shell.
+- During deployment, the script will create two application registrations on Microsoft Entra ID. Please verify that your user account has the necessary privileges.
+- The Azure AI Hub uses various cognitive services like Azure Computer Vision, Azure Speech Service or Azure Document Intelligence. To deploy these Cognitive Services, you must manually accept the "Responsible AI" terms. This can currently only be done by deploying any of these services from the Azure Portal.
+
+
+### Deploying the infrastructure - From Windows
+
+Run the following command to deploy the infrastructure:
 
-### Create an Azure OpenAI resource
 ```bash
-az openai create --name aihub-openai --resource-group aihub-rg --location westeurope
+az login
+az account set -s <target subscription_id or subscription_name>
+powershell -Command "iwr -useb https://raw.githubusercontent.com/azure/aihub/master/install/install.ps1 | iex"
 ```
 
-### Create a Content Safety Cognitive Service
+### Deploying the infrastructure - From Linux
+
+For installation on Linux, we recommend using `Ubuntu 22.04` or a newer version. Before executing the installation script, ensure that the following applications are installed and up-to-date:
+
+- `curl`, version `7.x` or higher.
+- `jq`, version `1.6` or higher.
+- `unzip`, version `6.x` or higher.
+
+To deploy the infrastructure, execute the following command:
+
 ```bash
-az cognitiveservices account create --name aihub-contentsafety --resource-group aihub-rg --kind ContentSafety --sku F0 --location westeurope
+az login
+az account set -s <target subscription_id or subscription_name>
+bash -c "$(curl -fsSL https://raw.githubusercontent.com/azure/aihub/master/install/install_linux.sh)"
 ```
-
-### Configure the web app
-As a last step, we need to configure the web app to use the storage account and the cognitive service account we created earlier. To do this, we need to rename appsettings.json.template file to appsettings.json and replace the placeholders with the values we got from the previous steps.
diff --git a/docs/static/img/AI-Hub-HLD.png b/docs/static/img/AI-Hub-HLD.png
index c8da94c..a55fbc9 100644
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diff --git a/infra/README.md b/infra/README.md
index bcc5bf5..389e0d6 100644
--- a/infra/README.md
+++ b/infra/README.md
@@ -33,7 +33,3 @@ az login
 az account set -s <target subscription_id or subscription_name>
 bash -c "$(curl -fsSL https://raw.githubusercontent.com/azure/aihub/master/install/install_linux.sh)"
 ```
-
-## Manual steps
-
-For details on manual deployment, please refer to the [Deployment](https://azure.github.io/aihub/docs/deployment/) section in the Azure AI Hub documentation.