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When LLMs Read the Room: Predictive Process Monitoring Without the Data Buffet

Opening — Why this matters now Predictive Process Monitoring (PPM) has always promised operational foresight: knowing how long a case will take, whether a costly activity will happen, or when things are about to go wrong. The catch has been brutally consistent — you need a lot of data. Thousands of traces. Clean logs. Stable processes. ...

January 19, 2026 · 5 min · Zelina
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Smart Moves: How SmartPilot is Revolutionizing Manufacturing with a Multiagent CoPilot

In the rapidly evolving landscape of Industry 4.0, manufacturing environments face significant pressure to enhance productivity, reduce downtime, and swiftly adapt to changing operational conditions. Amid these challenges, SmartPilot, a sophisticated AI-based CoPilot developed by the University of South Carolina’s AI Institute, emerges as a groundbreaking solution, combining predictive analytics, anomaly detection, and intelligent information management into a unified, neurosymbolic multiagent system. What Exactly Is SmartPilot? SmartPilot is a novel, intelligent CoPilot system specifically designed to support and optimize manufacturing operations. Unlike traditional systems that function independently, SmartPilot employs a multiagent architecture that integrates three specialized AI agents into one cohesive and cooperative ecosystem: ...

May 14, 2025 · 4 min