# Windows AI Foundry

[Windows AI Foundry](https://learn.microsoft.com/en-us/windows/ai/overview) includes Windows AI APIs with ready-to-use AI features that run locally in the background on Windows 11. You can use the built-in Windows AI APIs to build AI apps for Windows Copilot + PCs with unique features and low overhead. Windows AI Foundry models support various QNN EP optimized models for optimized execution on the Snapdragon X and X2 Elite PCs. The following diagram shows the components involved in building AI applications on the Snapdragon X and X2 platforms using Windows AI Foundry.

![../../_images/winml_foundry.png](data:image/png;base64,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)

## Windows AI Foundry Components

- [The Windows AI APIs](https://learn.microsoft.com/en-us/windows/ai/apis/) allow integration of AI services on your local PC, including [Phi Silica](https://learn.microsoft.com/en-us/windows/ai/apis/phi-silica) for text generation, [AI Imaging](https://learn.microsoft.com/en-us/windows/ai/apis/imaging) for image enhancement, description, segmentation, and object removal, and [AI Text Recognition](https://learn.microsoft.com/en-us/windows/ai/apis/text-recognition) for extracting text from images into machine-readable streams.
- [Foundry Local](https://learn.microsoft.com/en-us/windows/ai/foundry-local/get-started) is an on-device AI inference solution offering performance, privacy, customization, and cost advantages. It integrates seamlessly into your existing workflows and applications through an intuitive CLI, SDK, and REST API.
- [Windows ML](https://learn.microsoft.com/en-us/windows/ai/new-windows-ml/overview) facilitates AI inferencing with your own ONNX models.
- Dev Tools like [Visual Studio Code AI Toolkit](https://learn.microsoft.com/en-us/windows/ai/toolkit/toolkit-getting-started) and [AI Dev Gallery](https://learn.microsoft.com/en-us/windows/ai/ai-dev-gallery/) assist developers in creating robust AI capabilities.

## AI Model Catalog

- Models – [Foundry Local](https://www.foundrylocal.ai/models?acceleration=qnn): A comprehensive collection of open-source models, including DeepSeek R1, Qwen 2.5 Instruct, Phi-4 Reasoning, Mistral, and additional ONNX-format models from Hugging Face.
- AI Toolkit: A robust suite that allows you to access highly optimized models for the Windows platform. It features an intuitive playground for model testing, supports local and cloud-based fine-tuning, and enables seamless deployment.
- Customization: You can extend and tailor Windows applications by building on top of existing APIs, enabling deeper integration, and enhanced functionality.
- Bring your own model (BYOM): You can deploy your own trained models using the provided APIs to build and launch custom applications.

Last Published: Jun 16, 2026

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