rebrand studio dir

Author: sdgilley

articles/ai-studio/ai-services/content-safety-overview.md

@@ -1,7 +1,7 @@
 ---
-title: Content Safety in Azure AI Studio overview
+title: Content Safety in Azure AI Foundry portal overview
 titleSuffix: Azure AI Foundry
-description: Learn how to use Azure AI Content Safety in Azure AI Studio to detect harmful user-generated and AI-generated content in applications and services.
+description: Learn how to use Azure AI Content Safety in Azure AI Foundry portal to detect harmful user-generated and AI-generated content in applications and services.
 manager: nitinme
 ms.service: azure-ai-studio
 ms.custom:
@@ -12,9 +12,9 @@ ms.author: pafarley
 author: PatrickFarley
 ---
 
-# Content Safety in Azure AI Studio
+# Content Safety in Azure AI Foundry portal
 
-Azure AI Content Safety is an AI service that detects harmful user-generated and AI-generated content in applications and services. Azure AI Content Safety includes various APIs that allow you to detect and prevent the output of harmful content. The interactive Content Safety **try out** page in AI Studio allows you to view, explore, and try out sample code for detecting harmful content across different modalities. 
+Azure AI Content Safety is an AI service that detects harmful user-generated and AI-generated content in applications and services. Azure AI Content Safety includes various APIs that allow you to detect and prevent the output of harmful content. The interactive Content Safety **try out** page in AI Foundry portal allows you to view, explore, and try out sample code for detecting harmful content across different modalities. 
 
 ## Features 
 
@@ -64,4 +64,4 @@ Refer to the [Content Safety overview](/azure/ai-services/content-safety/overvie
 
 ## Next step 
 
-Get started using Azure AI Content Safety in Azure AI Studio by following the [How-to guide](./how-to/content-safety.md).
+Get started using Azure AI Content Safety in Azure AI Foundry portal by following the [How-to guide](./how-to/content-safety.md).

articles/ai-studio/ai-services/faq.yml

@@ -34,11 +34,11 @@ sections:
 
           Learn more about the [Azure OpenAI service](../../ai-services/openai/overview.md).
       - question: |
-          What's the difference between Azure AI model inference and Azure AI studio?
+          What's the difference between Azure AI model inference and Azure AI Foundry?
         answer: |
-          Azure AI services are a suite of AI services that provide prebuilt APIs for common AI scenarios. One of them is Azure AI model inference service which focuses on inference service of different state-of-the-art models. Azure AI studio is a web-based tool that allows you to build, train, and deploy machine learning models. Azure AI services can be used in Azure AI studio to enhance your models with prebuilt AI capabilities.
+          Azure AI services are a suite of AI services that provide prebuilt APIs for common AI scenarios. One of them is Azure AI model inference service which focuses on inference service of different state-of-the-art models. Azure AI Foundry portal is a web-based tool that allows you to build, train, and deploy machine learning models. Azure AI services can be used in Azure AI Foundry portal to enhance your models with prebuilt AI capabilities.
       - question: |
-          What's the difference between Azure AI model inference service and Serverless API model deployments in Azure AI studio?
+          What's the difference between Azure AI model inference service and Serverless API model deployments in Azure AI Foundry portal?
         answer: |
           Both technologies allow you to deploy models without requiring compute resources as they are based on the Models as a Service idea. [Serverless API model deployments](../how-to/deploy-models-serverless.md) allow you to deploy a single model under a unique endpoint and credentials. You need to create a different endpoint for each model you want to deploy. On top of that, they are always created in the context of the project and while they can be shared by creating connections from other projects, they live in the context of a given project.
           
@@ -52,7 +52,7 @@ sections:
         answer: |
           The Azure AI model inference service in AI services supports all the models in the Azure AI catalog with pay-as-you-go billing (per-token). For more information, see [the Models section](model-inference.md#models).
 
-          The Azure AI model catalog contains a wider list of models, however, those models require compute quota from your subscription. They also need to have a project or AI hub where to host the deployment. For more information, see [deployment options in Azure AI studio](../concepts/deployments-overview.md).
+          The Azure AI model catalog contains a wider list of models, however, those models require compute quota from your subscription. They also need to have a project or AI hub where to host the deployment. For more information, see [deployment options in Azure AI Foundry portal](../concepts/deployments-overview.md).
       - question: |
           Why I can't add OpenAI o1-preview or OpenA o1-mini-preview to my resource?
         answer: |
@@ -105,7 +105,7 @@ sections:
         answer: |
           Billing and costs are displayed in [Microsoft Cost Management + Billing](/azure/cost-management-billing/understand/download-azure-daily-usage). You can see the usage details in the [Azure portal](https://portal.azure.com).
 
-          Billing isn't shown in Azure AI studio.
+          Billing isn't shown in Azure AI Foundry portal.
       - question: |
           How can I place a spending limit to my bill?
         answer: |

articles/ai-studio/ai-services/how-to/connect-ai-services.md

@@ -1,7 +1,7 @@
 ---
-title: How to use Azure AI services in AI Studio
+title: How to use Azure AI services in AI Foundry portal
 titleSuffix: Azure AI Foundry
-description: Learn how to use Azure AI services in AI Studio. You can use existing Azure AI services resources in AI Studio by creating a connection to the resource.
+description: Learn how to use Azure AI services in AI Foundry portal. You can use existing Azure AI services resources in AI Foundry portal by creating a connection to the resource.
 manager: nitinme
 ms.service: azure-ai-studio
 ms.custom:
@@ -15,20 +15,20 @@ ms.author: eur
 author: eric-urban
 ---
 
-# How to use Azure AI services in AI Studio
+# How to use Azure AI services in AI Foundry portal
 
-You might have existing resources for Azure AI services that you used in the old studios such as Azure OpenAI Studio or Speech Studio. You can pick up where you left off by using your existing resources in AI Studio.
+You might have existing resources for Azure AI services that you used in the old studios such as Azure OpenAI Studio or Speech Studio. You can pick up where you left off by using your existing resources in AI Foundry portal.
 
-This article describes how to use new or existing Azure AI services resources in an AI Studio project.
+This article describes how to use new or existing Azure AI services resources in an AI Foundry project.
 
 ## Usage scenarios
 
-Depending on the AI service and model you want to use, you can use them in AI Studio via:
-- [Bring your existing Azure AI services resources](#bring-your-existing-azure-ai-services-resources-into-a-project) into a project. You can use your existing Azure AI services resources in an AI Studio project by creating a connection to the resource.
+Depending on the AI service and model you want to use, you can use them in AI Foundry portal via:
+- [Bring your existing Azure AI services resources](#bring-your-existing-azure-ai-services-resources-into-a-project) into a project. You can use your existing Azure AI services resources in an AI Foundry project by creating a connection to the resource.
 - The [model catalog](#discover-azure-ai-models-in-the-model-catalog). You don't need a project to browse and discover Azure AI models. Some of the Azure AI services are available for you to try via the model catalog without a project. Some Azure AI services require a project to use in the playgrounds.
 - The [project-level playgrounds](#try-azure-ai-services-in-the-project-level-playgrounds). You need a project to try Azure AI services such as Azure AI Speech and Azure AI Language. 
 - [Azure AI Services demo pages](#try-out-azure-ai-services-demos). You can browse Azure AI services capabilities and step through the demos. You can try some limited demos for free without a project.
-- [Fine-tune](#fine-tune-azure-ai-services-models) models. You can fine-tune a subset of Azure AI services models in AI Studio.
+- [Fine-tune](#fine-tune-azure-ai-services-models) models. You can fine-tune a subset of Azure AI services models in AI Foundry portal.
 - [Deploy](#deploy-models-to-production) models. You can deploy base models and fine-tuned models to production. Most Azure AI services models are already deployed and ready to use.
 
 ## Bring your existing Azure AI services resources into a project
@@ -44,14 +44,14 @@ When you create a project for the first time, you also create a hub. When you cr
 
 :::image type="content" source="../../media/how-to/projects/projects-create-resource.png" alt-text="Screenshot of the create resource page within the create project dialog." lightbox="../../media/how-to/projects/projects-create-resource.png":::
 
-For more details about creating a project, see the [create an AI Studio project](../../how-to/create-projects.md) how-to guide or the [create a project and use the chat playground](../../quickstarts/get-started-playground.md) quickstart.
+For more details about creating a project, see the [create an AI Foundry project](../../how-to/create-projects.md) how-to guide or the [create a project and use the chat playground](../../quickstarts/get-started-playground.md) quickstart.
 
 ### Connect Azure AI services after you create a project
 
-To use your existing Azure AI services resources (such as Azure AI Speech) in an AI Studio project, you need to create a connection to the resource.
+To use your existing Azure AI services resources (such as Azure AI Speech) in an AI Foundry project, you need to create a connection to the resource.
 
-1. Create an AI Studio project. For detailed instructions, see [Create an AI Studio project](../../how-to/create-projects.md).
-1. Go to your AI Studio project.
+1. Create an AI Foundry project. For detailed instructions, see [Create an AI Foundry project](../../how-to/create-projects.md).
+1. Go to your AI Foundry project.
 1. Select **Management center** from the left pane.
 1. Select **Connected resources** (under **Project**) from the left pane. 
 1. Select **+ New connection**.
@@ -72,24 +72,24 @@ To use your existing Azure AI services resources (such as Azure AI Speech) in an
 
 You can discover Azure AI models in the model catalog without a project. Some Azure AI services are available for you to try via the model catalog without a project. 
 
-1. Go to the [AI Studio home page](https://ai.azure.com).
+1. Go to the [AI Foundry home page](https://ai.azure.com).
 1. Select the tile that says **Model catalog and benchmarks**. 
 
-    :::image type="content" source="../../media/explore/ai-studio-home-model-catalog.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select the model catalog tile." lightbox="../../media/explore/ai-studio-home-model-catalog.png":::
+    :::image type="content" source="../../media/explore/ai-studio-home-model-catalog.png" alt-text="Screenshot of the home page in Azure AI Foundry portal with the option to select the model catalog tile." lightbox="../../media/explore/ai-studio-home-model-catalog.png":::
 
-    If you don't see this tile, you can also go directly to the [Azure AI model catalog page](https://ai.azure.com/explore/models) in AI Studio.
+    If you don't see this tile, you can also go directly to the [Azure AI model catalog page](https://ai.azure.com/explore/models) in AI Foundry portal.
 
 1. From the **Collections** dropdown, select **Microsoft**. Search for Azure AI services models by entering **azure-ai** in the search box.
 
-    :::image type="content" source="../../media/ai-services/models/ai-services-model-catalog.png" alt-text="Screenshot of the model catalog page in Azure AI Studio with the option to search by collection and name." lightbox="../../media/ai-services/models/ai-services-model-catalog.png":::
+    :::image type="content" source="../../media/ai-services/models/ai-services-model-catalog.png" alt-text="Screenshot of the model catalog page in Azure AI Foundry portal with the option to search by collection and name." lightbox="../../media/ai-services/models/ai-services-model-catalog.png":::
 
 1. Select a model to view more details about it. You can also try the model if it's available for you to try without a project.
 
 ## Try Azure AI services in the project level playgrounds
 
 In the project-level playgrounds, you can try Azure AI services such as Azure AI Speech and Azure AI Language. 
 
-1. Go to your AI Studio project. If you need to create a project, see [Create an AI Studio project](../../how-to/create-projects.md).
+1. Go to your AI Foundry project. If you need to create a project, see [Create an AI Foundry project](../../how-to/create-projects.md).
 1. Select **Playgrounds** from the left pane and then select a playground to use. In this example, select **Try the Speech playground**.
 
     :::image type="content" source="../../media/ai-services/playgrounds/azure-ai-services-playgrounds.png" alt-text="Screenshot of the project level playgrounds that you can use." lightbox="../../media/ai-services/playgrounds/azure-ai-services-playgrounds.png":::
@@ -106,24 +106,24 @@ If you have other connected resources, you can use them in the corresponding pla
 
 You can browse Azure AI services capabilities and step through the demos. You can try some limited demos for free without a project.
 
-1. Go to the [AI Studio home page](https://ai.azure.com) and make sure you're signed in with the Azure subscription that has your Azure AI services resource.
+1. Go to the [AI Foundry home page](https://ai.azure.com) and make sure you're signed in with the Azure subscription that has your Azure AI services resource.
 1. Find the tile that says **Explore Azure AI Services** and select **Try now**. 
 
-    :::image type="content" source="../../media/explore/home-ai-services.png" alt-text="Screenshot of the home page in Azure AI Studio with the option to select Azure AI Services." lightbox="../../media/explore/home-ai-services.png":::
+    :::image type="content" source="../../media/explore/home-ai-services.png" alt-text="Screenshot of the home page in Azure AI Foundry portal with the option to select Azure AI Services." lightbox="../../media/explore/home-ai-services.png":::
 
-    If you don't see this tile, you can also go directly to the [Azure AI Services page](https://ai.azure.com/explore/aiservices) in AI Studio.
+    If you don't see this tile, you can also go directly to the [Azure AI Services page](https://ai.azure.com/explore/aiservices) in AI Foundry portal.
 
 1. You should see tiles for Azure AI services that you can try. Select a tile to get to the demo page for that service. For example, select **Language + Translator**.
 
-    :::image type="content" source="../../media/ai-services/overview/ai-services-capabilities.png" alt-text="Screenshot of the landing page to try Azure AI Services try out capabilities in Azure AI Studio." lightbox="../../media/ai-services/overview/ai-services-capabilities.png":::
+    :::image type="content" source="../../media/ai-services/overview/ai-services-capabilities.png" alt-text="Screenshot of the landing page to try Azure AI Services try out capabilities in Azure AI Foundry portal." lightbox="../../media/ai-services/overview/ai-services-capabilities.png":::
 
 The presentation and flow of the demo pages might vary depending on the service. In some cases, you need to select a project or connection to use the service. 
 
 ## Fine-tune Azure AI services models
 
-In AI Studio, you can fine-tune some Azure AI services models. For example, you can fine-tune a model for custom speech. 
+In AI Foundry portal, you can fine-tune some Azure AI services models. For example, you can fine-tune a model for custom speech. 
 
-1. Go to your AI Studio project. If you need to create a project, see [Create an AI Studio project](../../how-to/create-projects.md).
+1. Go to your AI Foundry project. If you need to create a project, see [Create an AI Foundry project](../../how-to/create-projects.md).
 1. Select **Fine-tuning** from the left pane.
 1. Select **AI Service fine-tuning**.
 
@@ -136,7 +136,7 @@ In AI Studio, you can fine-tune some Azure AI services models. For example, you
 
 Once you have a project, several Azure AI services models are already deployed and ready to use. 
 
-1. Go to your AI Studio project.
+1. Go to your AI Foundry project.
 1. Select **Management center** from the left pane.
 1. Select **Models + endpoints** (under **Project**) from the left pane. 
 1. Select the **Service deployments** tab to view the list of Azure AI services models that are already deployed.
@@ -155,4 +155,4 @@ However, you can deploy [fine-tuned Azure AI services models](#fine-tune-azure-a
 ## Related content
 
 - [What are Azure AI services?](../../../ai-services/what-are-ai-services.md?context=/azure/ai-studio/context/context)
-- [Connections in Azure AI Studio](../../concepts/connections.md)
+- [Connections in Azure AI Foundry portal](../../concepts/connections.md)