Prediction by AI Agent of Local LLM….

 Predictive capabilities have been integrated into the local LLM AI Agent connected to Cnix's Data Service Platform. Using only time-series data, it begins forecasting immediately without expensive GPU-intensive training. It supports both long-term forecasting required by IT layers like ERP and MES, and real-time forecasting needed on the shop floor.

On the shop floor, real-time signal forecasting enables not only preventive maintenance but also the embedding of protective logic into PLCs to prepare for potential equipment damage and process shutdowns, significantly reducing maintenance budgets. At the IT layer, utilizing these real-time and long-term predictive capabilities allows companies to update business and production strategies in real time and rapidly issue maintenance work orders for equipment management.

By connecting everything into a single pipeline—from field sensor data collection to control, monitoring, data services, and forecasting—Cnix's local LLM AI Agent transforms a smart factory into one massive virtual machine.