Deployment Patterns

Four Edge AI Architectures and the Trade-offs That Decide Which One Fits Your Plant

Industrial operators must choose the right edge AI architecture by evaluating network stability, latency budgets, and compute resources. This article details four key patterns—Drone, Factory, Federated Learning, and Store-and-Forward—and their trade-offs to guide selection for plant applications.