LLMs in Manufacturing: RAG to Agentic Workflows | Michael Thavarajah, скачать в хорошем качестве

LLMs in Manufacturing: RAG to Agentic Workflows | Michael Thavarajah,

ARC Advisory Group presents an in-depth session on deploying Large Language Models (LLMs) in real-world manufacturing environments. In this talk, Michael Thavarajah, Principal Engineer at Intel Corporation, explains how LLMs can move beyond conversational use cases to deliver measurable value on the factory floor. The session explores key challenges such as domain-specific knowledge, hallucinations, latency, and IP security, and shows how Retrieval-Augmented Generation (RAG) and agentic AI workflows enable accurate, scalable, and action-oriented industrial AI systems. Using practical manufacturing examples like equipment troubleshooting and operational triage, this presentation demonstrates how manufacturers can transition from knowledge retrieval to goal-driven, semi-autonomous AI workflows—while complementing existing automation, analytics, and control systems. 🔔 Subscribe to the ARC Advisory Group channel for expert insights on industrial AI, smart manufacturing, and digital transformation. #ARCAdvisoryGroup#IndustrialAI#LLMs#ManufacturingAI#FactoryFloorAI#AgenticAI#RetrievalAugmentedGeneration#SmartManufacturing#EdgeAI#IntelAI ARC Advisory Group is the leading technology research and advisory firm for energy, manufacturing and infrastructure. Our coverage of technology and trends extends from business systems to Industrial AI, product and asset lifecycle management, Industrial IoT, Industry 4.0, supply chain management, operations management, energy transition, and automation systems. Our analysts and consultants have the industry knowledge and the first-hand experience to help find the best answers to the complex business issues facing organizations today. ARC’s global influence across industrial operations is unparalleled. It is driven by the passion and expertise of our analysts and consultants, who keep abreast of industry trends and developments through research and actively engaging with clients. ARC's analysts and consultants have spent most of their careers working with industrial companies and are truly passionate about helping companies achieve superior performance. ARC has 100 professionals worldwide with extensive, first-hand experience servicing a multitude of business issues, technologies, and vertical industries. Our offices are located in the US, Germany, Belgium, Japan, India, China, Singapore, and Brazil. Contact us: https://www.arcweb.com/about/contact-us Subscribe to our channel: https://www.youtube.com/subscription_...