Edge Impulse is a company based in the USA, founded in 2019, that operates within the Computers and Technology industry, specifically focusing on computer software and general technology solutions. With a team of 51 employees and reported revenue of $10 million, Edge Impulse specializes in providing tools for machine learning model development and deployment, particularly in edge computing environments. The company’s published content includes an Industrial Productivity Solutions Guide, which outlines methodologies for enhancing industrial machines with advanced capabilities. This guide discusses prerequisites for implementation, the creation of machine learning models, and the deployment of these models to edge devices. It emphasizes the importance of on-device performance estimation, enabling users to assess the efficiency of their machine learning pipelines prior to full deployment. The content reflects Edge Impulse's commitment to facilitating the integration of machine learning into various industrial applications, thereby enhancing operational productivity through innovative technology solutions.