In this presentation, we will cover the basics of scaling edge AI solutions using the Nx tool kit. We will emphasize the process of developing AI models and deploying them globally. We will showcase the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing. We will show how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications. Attendees will gain valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.