Edge-first Machine Learning for the Factory: Benefits, Architecture, and Use Cases

Edge-first ML puts inference on-site to meet factory requirements for latency, reliability and data privacy. This guide covers architecture, hardware, model lifecycle, and practical use cases for manufacturing and automotive.