ExecuTorch is a tool for deploying AI models directly on devices like smartphones and microcontrollers without needing intermediate format conversions. It supports various hardware backends and simplifies the process of exporting, optimizing, and running models with familiar PyTorch APIs. This makes it easier for developers to implement on-device AI across multiple platforms.