LLMs have a transformative component in enriching analytics solutions. Yet, their utility often goes underutilized due to complexities in terminology interpretation and task alignment spurred by generic prompts. Introducing a novel approach, our speakers utilize Taxonomy Augmented Generation, an inventive prompt engineering technique, founded on knowledge graph constructs. This innovative method has achieved significant results within a wide range of Business and Consumer use cases. This session will revolve around an in-depth exploration of the underlying techniques, operational methods with LLMs, a variety of use cases, and their results. The following topics will be discussed:

1. Need for Terminology alignment
2. Taxonomy Augmented Generation Framework
3. Illustrative Examples
4. Training and testing process
5. Results

Speaker: Arvind Sathi

Dr. Arvind Sathi is the Senior Technical Director in Advisory Data Office at KPMG and a faculty member with University of California where he teaches courses on AI and Analytics. Dr. Sathi received his Ph.D. in Artificial Intelligence from Carnegie Mellon University and worked under Nobel Prize-winner Dr. Herbert A. Simon. Dr. Sathi is a seasoned professional with leadership in Artificial Intelligence and Data Science solution development and delivery with global experience in envisioning, designing and delivering large data, analytics and AI programs for KPMG and IBM. He has published four books - Cognitive (Internet of) Things, Engaging Customers Using Big Data, Big Data Analytics, Customer Experience Analytics. He has also been a contributing author in several Data Governance books written by Sunil Soares and has published an article series on Advanced Analytics for IBM Developer Works.

Speaker: Neena Sathi

Ms. Neena Sathi is a Principal at Applied AI Institute with specialization in developing analytical and AI solution offerings associated with various AI topics like Generative AI, Conversational AI, Knowledge Graph, Advanced Machine Learning and Computer Vision. She has over 30 years of experience in the consulting space in implementing IT/AI roadmap for transforming client operations to align with industry trends using analytics and AI technologies. She drives AI solutions in prototype to production-level system development for internal and external use cases. She is working with many clients in defining Journey maps and pilot systems implementation. Ms. Sathi is Master certified integration architect from Open Group and certified Project management professional (PMP) from Project management institute. She is also certified in many Cloud and AI technologies.