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Building Your First LLM App into Production at a Traditional Industry

Data Science Festival via YouTube

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Overview

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Explore the practical journey of implementing an LLM application in a traditional industry setting in this 43-minute talk presented by Anyi Guo and Ray Pozo from Utility Warehouse at the Data Science Festival Game On event 2025. Learn about the complete development process from proof-of-concept to production deployment, with detailed insights on cost estimation, business impact assessment, and comparative experiences with different LLM providers. Discover strategies for addressing the crucial human factors, including overcoming user adoption challenges and ensuring successful integration. Designed for technical practitioners, this presentation offers valuable lessons and practical guidance for data professionals looking to implement AI solutions in established industry environments. Part of the Data Science Festival, the UK's largest free-to-attend data community that brings together data-driven professionals to exchange cutting-edge ideas and tackle real-world challenges.

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Building your first LLM app into Production at a traditional industry

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Data Science Festival

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