Mission

We are committed to a universal trustworthy AI empowering the business.

About Us

We aim to empower the individual and business by integrating tailored LLM solutions that are responsible, trustworthy, and based on facts.

Dr.Xiaowei Xu and his team have successfully developed and deployed Custom Large Language Model-based Systems for many enterprises.

About the Founder

Dr. Xiaowei Xu is an internationally recognized leader in artificial intelligence research, with groundbreaking contributions in large language models and causal inference. He is a Professor at the University of Arkansas at Little Rock (UALR), where he founded and directed the pioneering AI and Language Research Lab.

Dr. Xu has developed innovative techniques to customize large language models for reliable, specialized performance across healthcare, law, and pharmacovigilance domains. His methods enable safe and controlled text generation via model alignment, prompt engineering, and constrained synthesis. This work also powers domain-tailored applications from entity resolution to drug safety analysis.

Dr. Xu pioneered DeepCausality in causal AI, combining large language models, deep learning, and Bayesian networks. This breakthrough allows AI systems to determine not just correlations but underlying causal mechanisms within data. Dr. Xu's advances unlock new abilities for AI to explain clinical outcomes, drug effects, and more.

His seminal research has been published at top AI conferences, including CVPR, KDD, and AAAI, along with premier journals. Dr. Xu received KDD's prestigious 2014 Test of Time Award for his foundational clustering algorithm. He has contributed over 100 papers and obtained $5 million in grants from the NSF, NIH, and FDA.

Dr. Xu is a subject matter expert in AI for organizations including the US Census Bureau, Boehringer Ingelheim and SAIC. His students hold faculty and research appointments at leading universities and companies worldwide. He is an editorial board member for AI journals and chairs major data mining conferences.

Through his pioneering research, Dr. Xu has established himself as a leader in responsibly advancing AI to benefit humanity. His innovations continue to shape artificial intelligence's safe and reliable application across industries.

Dr.Xiaowei Xu