diff --git a/docs/wiki/ALZ-Policies-Extra.md b/docs/wiki/ALZ-Policies-Extra.md
index 8cc3e1b0f..fb2b0bf24 100644
--- a/docs/wiki/ALZ-Policies-Extra.md
+++ b/docs/wiki/ALZ-Policies-Extra.md
@@ -30,11 +30,12 @@ To support the additional control requirements of these industries, we're provid
 
 | Initiative ID | Name | Description | # of Policies |
 |------------|-------------|-------------|-------------|
+| [Enforce-Encryption-CMK](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Encryption-CMK.html) | Deny or Audit resources without Encryption with a customer-managed key (CMK) | This policy initiative is a group of policies that ensures Customer Managed Keys is compliant per regulated Landing Zones. | 30 |
 | [Enforce-Guardrails-APIM](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-APIM.html) | Enforce recommended guardrails for API Management | This policy initiative is a group of policies that ensures API Management is compliant per regulated Landing Zones. | 11 |
 | [Enforce-Guardrails-AppServices](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-AppServices.html) | Enforce recommended guardrails for App Service | This policy initiative is a group of policies that ensures App Service is compliant per regulated Landing Zones. | 19 |
 | [Enforce-Guardrails-Automation](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-Automation.html) | Enforce recommended guardrails for Automation Account | This policy initiative is a group of policies that ensures Automation Account is compliant per regulated Landing Zones. | 6 |
-| [Enforce-Guardrails-BotService](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-BotService.html) | Enforce recommended guardrails for Bot Service | This policy initiative is a group of policies that ensures Bot Service is compliant per regulated Landing Zones. | 4 |
-| [Enforce-Guardrails-CognitiveServices](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-CognitiveServices.html) | Enforce recommended guardrails for Cognitive Services | This policy initiative is a group of policies that ensures Cognitive Services is compliant per regulated Landing Zones. | 9 |
+| [Enforce-Guardrails-BotService](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-BotService.html) | Enforce recommended guardrails for Bot Service (service renamed to AI Bot Service) | This policy initiative is a group of policies that ensures Bot Service is compliant per regulated Landing Zones. | 4 |
+| [Enforce-Guardrails-CognitiveServices](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-CognitiveServices.html) | Enforce recommended guardrails for Cognitive Services (service renamed to AI Services) | This policy initiative is a group of policies that ensures Cognitive Services is compliant per regulated Landing Zones. | 9 |
 | [Enforce-Guardrails-Compute](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-Compute.html) | Enforce recommended guardrails for Compute | This policy initiative is a group of policies that ensures Compute is compliant per regulated Landing Zones. | 2 |
 | [Enforce-Guardrails-ContainerApps](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-ContainerApps.html) | Enforce recommended guardrails for Container Apps | This policy initiative is a group of policies that ensures Container Apps is compliant per regulated Landing Zones. | 2 |
 | [Enforce-Guardrails-ContainerInstance](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-ContainerInstance.html) | Enforce recommended guardrails for Container Instance | This policy initiative is a group of policies that ensures Container Instance is compliant per regulated Landing Zones. | 1 |
@@ -46,10 +47,10 @@ To support the additional control requirements of these industries, we're provid
 | [Enforce-Guardrails-EventHub](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-EventHub.html) | Enforce recommended guardrails for Event Hub | This policy initiative is a group of policies that ensures Event Hub is compliant per regulated Landing Zones. | 4 |
 | [Enforce-Guardrails-KeyVault-Sup](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-KeyVault-Sup.html) | Enforce additional recommended guardrails for Key Vault | This policy initiative is a group of policies that ensures Key Vault is compliant per regulated Landing Zones. This includes additional policies to supplement Enforce-Guardrails-KeyVault, which is assigned by default in ALZ. | 2 |
 | [Enforce-Guardrails-Kubernetes](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-Kubernetes.html) | Enforce recommended guardrails for Kubernetes | This policy initiative is a group of policies that ensures Kubernetes is compliant per regulated Landing Zones. | 16 |
-| [Enforce-Guardrails-MachineLearning](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-MachineLearning.html) | Enforce recommended guardrails for Machine Learning | This policy initiative is a group of policies that ensures Machine Learning is compliant per regulated Landing Zones. | 17 |
+| [Enforce-Guardrails-MachineLearning](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-MachineLearning.html) | Enforce recommended guardrails for Machine Learning | This policy initiative is a group of policies that ensures Machine Learning is compliant per regulated Landing Zones. | 16 |
 | [Enforce-Guardrails-MySQL](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-MySQL.html) | Enforce recommended guardrails for MySQL | This policy initiative is a group of policies that ensures MySQL is compliant per regulated Landing Zones. | 2 |
 | [Enforce-Guardrails-Network](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-Network.html) | Enforce recommended guardrails for Network and Networking services | This policy initiative is a group of policies that ensures Network and Networking services is compliant per regulated Landing Zones. | 22 |
-| [Enforce-Guardrails-OpenAI](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-OpenAI.html) | Enforce recommended guardrails for Open AI (Cognitive Service) | This policy initiative is a group of policies that ensures Open AI (Cognitive Services) is compliant per regulated Landing Zones. | 11 |
+| [Enforce-Guardrails-OpenAI](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-OpenAI.html) | Enforce recommended guardrails for Azure OpenAI (Cognitive Service) | This policy initiative is a group of policies that ensures Azure OpenAI (Cognitive Services) is compliant per regulated Landing Zones. | 11 |
 | [Enforce-Guardrails-PostgreSQL](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-PostgreSQL.html) | Enforce recommended guardrails for PostgreSQL | This policy initiative is a group of policies that ensures PostgreSQL is compliant per regulated Landing Zones. | 1 |
 | [Enforce-Guardrails-ServiceBus](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-ServiceBus.html) | Enforce recommended guardrails for Service Bus | This policy initiative is a group of policies that ensures Service Bus is compliant per regulated Landing Zones. | 4 |
 | [Enforce-Guardrails-SQL](https://www.azadvertizer.net/azpolicyinitiativesadvertizer/Enforce-Guardrails-SQL.html) | Enforce recommended guardrails for SQL and SQL Managed Instance | This policy initiative is a group of policies that ensures SQL and SQL Managed Instance is compliant per regulated Landing Zones. | 5 |