Session Abstract:
This panel will explore the transformative potential of a key Generative AI framework, Retrieval Augmented Generation (RAG), in optimizing troubleshooting and maintenance processes in multiple industries. We will discuss how integrating large language models with real-time operational data, historical maintenance records, and expert knowledge bases can empower technicians with immediate, contextually relevant insights. The discussion will cover RAG pipeline automation and practical applications, including accelerated diagnostics, predictive failure analysis, and proactive maintenance scheduling, ultimately leading to significant reductions in downtime and improved operational efficiency. Join us to understand how RAG is set to revolutionize maintenance and troubleshooting in complex industrial environments.
Speakers:
Colin Frost specializes in efficiency through data-driven technologies with over 35 years’ experience in oil and gas. After graduating in Computer Engineering, he spent 10 years at BP, establishing eBusiness and earning recognition from the Financial Times for transforming business through the internet. He then joined PwC, as a Director advising energy giants like ExxonMobil and Shell. At IHS/CERA, now S&P Global, he led their global consulting practice, overseeing data-driven drilling and operations performance improvement projects, with Petrobras, Sonangol, ConocoPhillips and Anadarko. In 2015 he founded Energective, which has been providing award-winning AI and data-driven solutions to over 50 clients since then, right across the E&P value chain.
Craig Foster is a Principal Business Development Executive for SAS. Prior to joining SAS Craig spent over two decades at General Electric (GE) where he focused on development of technology and delivery of services related to what is now known as the Industrial Internet of Things (IIoT) for its Energy business. Craig led development of technology in areas spanning from artificial lift control in Oil & Gas to smart metering in Transmission & Distribution. In addition, Craig led remote service delivery for GE Power for several years driving significant improvement to quality and cycle-time KPIs for customers. Since joining SAS, Craig has been focused on developing new lines of business with key IoT partners. Outside the office, Craig enjoys spending time with his wife and three children, coaching ice hockey, traveling, and playing golf and basketball with friends.
Guy Merritt is an experienced C-suite executive, Guy has 35 years engineering leadership advising and developing IoT solutions, native cloud-based systems, products and engineering & manufacturing test solutions for a wide variety of industries. He is an author of the award-winning book “Proactive Risk Management: Controlling Uncertainty in Product Development.
Saurabh Mishra is a Product leader with a focus on driving business value with AI and IoT solutions. He has extensive experience in driving Product strategy, Go-to-Market (GTM) execution, and technology ecosystems to create winning market offerings. Saurabh’s area of expertise includes outcome-focused AI & IoT solutions, B2B SaaS products, and Cloud and Edge architectures.
