diff --git a/deploy/azure_resource_manager/azure_marketplace.zip b/deploy/azure_resource_manager/azure_marketplace.zip
new file mode 100644
index 000000000..347512586
Binary files /dev/null and b/deploy/azure_resource_manager/azure_marketplace.zip differ
diff --git a/deploy/azure_resource_manager/azure_marketplace/createUiDefinition.json b/deploy/azure_resource_manager/azure_marketplace/createUiDefinition.json
new file mode 100644
index 000000000..4eba73bdb
--- /dev/null
+++ b/deploy/azure_resource_manager/azure_marketplace/createUiDefinition.json
@@ -0,0 +1,15 @@
+{
+    "$schema": "https://schema.management.azure.com/schemas/0.1.2-preview/CreateUIDefinition.MultiVm.json#",
+    "handler": "Microsoft.Azure.CreateUIDef",
+    "version": "0.1.2-preview",
+    "parameters": {
+        "config": {
+            "isWizard": false,
+            "basics": { }
+        },
+        "basics": [ ],
+        "steps": [ ],
+        "outputs": { },
+        "resourceTypes": [ ]
+    }
+}
\ No newline at end of file
diff --git a/deploy/azure_resource_manager/azure_marketplace/mainTemplate.json b/deploy/azure_resource_manager/azure_marketplace/mainTemplate.json
new file mode 100644
index 000000000..114e855bf
--- /dev/null
+++ b/deploy/azure_resource_manager/azure_marketplace/mainTemplate.json
@@ -0,0 +1,63 @@
+{
+    "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
+    "contentVersion": "1.0.0.0",
+    "parameters": {
+      "imageName": {
+        "type": "string",
+        "defaultValue": "ghcr.io/berriai/litellm:main-latest"
+      },
+      "containerName": {
+        "type": "string",
+        "defaultValue": "litellm-container"
+      },
+      "dnsLabelName": {
+        "type": "string",
+        "defaultValue": "litellm"
+      },
+      "portNumber": {
+        "type": "int",
+        "defaultValue": 4000
+      }
+    },
+    "resources": [
+      {
+        "type": "Microsoft.ContainerInstance/containerGroups",
+        "apiVersion": "2021-03-01",
+        "name": "[parameters('containerName')]",
+        "location": "[resourceGroup().location]",
+        "properties": {
+          "containers": [
+            {
+              "name": "[parameters('containerName')]",
+              "properties": {
+                "image": "[parameters('imageName')]",
+                "resources": {
+                  "requests": {
+                    "cpu": 1,
+                    "memoryInGB": 2
+                  }
+                },
+                "ports": [
+                  {
+                    "port": "[parameters('portNumber')]"
+                  }
+                ]
+              }
+            }
+          ],
+          "osType": "Linux",
+          "restartPolicy": "Always",
+          "ipAddress": {
+            "type": "Public",
+            "ports": [
+              {
+                "protocol": "tcp",
+                "port": "[parameters('portNumber')]"
+              }
+            ],
+            "dnsNameLabel": "[parameters('dnsLabelName')]"
+          }
+        }
+      }
+    ]
+  }
\ No newline at end of file
diff --git a/deploy/azure_resource_manager/main.bicep b/deploy/azure_resource_manager/main.bicep
new file mode 100644
index 000000000..b104cefe1
--- /dev/null
+++ b/deploy/azure_resource_manager/main.bicep
@@ -0,0 +1,42 @@
+param imageName string = 'ghcr.io/berriai/litellm:main-latest'
+param containerName string = 'litellm-container'
+param dnsLabelName string = 'litellm'
+param portNumber int = 4000
+
+resource containerGroupName 'Microsoft.ContainerInstance/containerGroups@2021-03-01' = {
+  name: containerName
+  location: resourceGroup().location
+  properties: {
+    containers: [
+      {
+        name: containerName
+        properties: {
+          image: imageName
+          resources: {
+            requests: {
+              cpu: 1
+              memoryInGB: 2
+            }
+          }
+          ports: [
+            {
+              port: portNumber
+            }
+          ]
+        }
+      }
+    ]
+    osType: 'Linux'
+    restartPolicy: 'Always'
+    ipAddress: {
+      type: 'Public'
+      ports: [
+        {
+          protocol: 'tcp'
+          port: portNumber
+        }
+      ]
+      dnsNameLabel: dnsLabelName
+    }
+  }
+}
diff --git a/ui/litellm-dashboard/src/components/settings.tsx b/ui/litellm-dashboard/src/components/settings.tsx
index f8f57897e..ff7e07005 100644
--- a/ui/litellm-dashboard/src/components/settings.tsx
+++ b/ui/litellm-dashboard/src/components/settings.tsx
@@ -341,7 +341,7 @@ const Settings: React.FC<SettingsPageProps> = ({
   return (
     <div className="w-full mx-4">
       <Grid numItems={1} className="gap-2 p-8 w-full mt-2">
-      <Callout title="Presidio PII / Guardrails Coming Soon" color="sky">
+      <Callout title="[UI] Presidio PII + Guardrails Coming Soon. https://docs.litellm.ai/docs/proxy/pii_masking" color="sky">
 
 </Callout>
         <TabGroup>
@@ -353,9 +353,6 @@ const Settings: React.FC<SettingsPageProps> = ({
           <TabPanel>
           
           <Card >
-            <Text>
-              Presidio + Guardrails coming soon
-            </Text>
             <Table>
               <TableHead>
                 <TableRow>