Intelligent ERP: Integrating Generative AI with On-Premise SAP
Unlock the power of Generative AI in enterprise resource planning (ERP) with this insightful session on integrating Large Language Models (LLMs) into on-premise SAP environments. Attendees will gain a understanding of LLMs and their potential applications in ERP.
We’ll start with an introduction to Generative AI and LLMs, covering key concepts such as tokenization and vector embeddings, and addressing critical limitations like statelessness, pre-training constraints, and token windows. Then, we’ll explore strategies for training and integrating AI with ERP systems, ensuring seamless interaction between AI-driven insights and business processes.
The session will dive into two solution architectures, using TensorFlow, and leveraging LLMs – a comparison of different approaches, discussing practical use cases and challenges.
Attendees will learn how AI-powered ERP can enhance decision-making, automation, and efficiency in SAP environments. By the end, you’ll walk away with a clear understanding of the pros and cons of AI-driven ERP solutions, implementation strategies, and actionable takeaways for your organization.
Don’t miss this opportunity to explore the next evolution of Intelligent ERP – where AI meets enterprise efficiency!
Key Learnings;
Learning 1: Deeper understanding how LLMs work (tokenization, vector embeddings, limitations of LLM)