SmartPilot: Agent-Based CoPilot for Intelligent Manufacturing

In the dynamic landscape of Industry 4. 0, achieving efficiency, precision, and adaptability is essential for optimizing manufacturing operations. SmartPilot is a neurosymbolic and agent-based CoPilot designed to enhance real-time decision-making capabilities in manufacturing. The system addresses three key challenges: anomaly prediction, production forecasting, and domain-specific question answering through an agent-based framework. SmartPilot leverages multimodal data and a compact architecture optimized for edge devices. This paper highlights its innovative combination of agent-based design and neurosymbolic reasoning to enable contextual decision-making in complex environments. The demonstration video1, datasets, and supplementary materials are available at https: //github. com/ChathurangiShyalika/SmartPilot.

Authors

• Chathurangi Shyalika Artificial Intelligence Institute, University of South Carolina
• Renjith Prasad Artificial Intelligence Institute, University of South Carolina
• Alaa Al Ghazo Artificial Intelligence Institute, University of South Carolina
• Darssan L. Eswaramoorthi University of South Carolina
• Sara Shree Muthuselvam Artificial Intelligence Institute, University of South Carolina
• Amit Sheth University of South Carolina

Keywords

• Smart Manufacturing
• CoPilot
• Agent-Based Architecture
• Multimodality