Future traits in Automation integration will increasingly leverage deep learning, machine learning, and Pc vision to help advanced apps which include predictive routine maintenance, inventory management, and anomaly detection. Figuring out patterns within significant data sets, utilizing built-in AI, and deploying advanced AI algorithms are going t