Welcome to the Future Business Intelligence (FBI) Lab at Gyeongsang National University.

   At the FBI Lab, we combine ontology with Large Language Models (LLMs) to structure and integrate knowledge, enabling AI solutions that analyze, predict, and optimize corporate management. This synergy enhances contextual understanding and reasoning, supporting data-driven decisions, improving productivity, cutting costs, and elevating customer satisfaction. We drive digital transformation and uncover new business opportunities in a fast-changing landscape. By integrating digital twin technologies, we build virtual replicas of business systems for real-time monitoring and optimization. With our expertise in ontology-LLM integration, we help companies innovate and navigate the future with confidence.

• Practical use of ontology and knowledge graphs (KGs) for solving real-world business challenges

• Leveraging large language models (LLMs) and large concept models (LCMs) to gain business insights

• Advanced machine learning, deep learning, and self-supervised learning for intelligent enterprise systems

• Integration of digital twin technologies with ontology-based AI systems for real-time operational intelligence 

• AI-driven strategies for smart stock investment and process optimization in smart factories

• Consumer behavior analysis and personalized recommendation systems for e-businesses

   We welcome collaboration with academia, industry, and students. Please contact us at dhyoo@gnu.ac.kr.