Unlocking Creativity & Efficiency: Harnessing Off-the-Shelf Generative AI for Innovation and Growth

In the rapidly evolving landscape of technology, generative AI stands as the cutting edge of innovation, reshaping the way we approach problem-solving and creativity. This talk offers a primer on generative AI, followed by an exploration of its integration within leading cloud platforms, Azure OpenAI and AWS Bedrock, culminating in a compelling live demo utilizing the Retrieval-Augmented Generation (RAG) architecture pattern. The talk will begin with an introduction to generative AI, its principles and wide-ranging applications. Presenters will share valuable insights into how Azure OpenAI and AWS Bedrock facilitate the deployment of generative models, addressing considerations such as scalability, security, and cost-efficiency. The session will conclude with a live demonstration, showcasing the practical implementation of a RAG-based generative AI model. This hands-on example will illustrate the process from start to finish, indexing data from Iowa State’s Department of Housing, and highlighting how generative AI can tackle real-world challenges.

Speakers: Josh Angolano, Kristina Colson, Alec Harrison

Josh Angolano has been interested in computers since he was five years old. He is currently an XP practices coach. He has worked professionally as a developer, engineer, director, and architect for over 20 years. He considers himself a lifelong learner. He ​loves mentoring and working with others. His passion is seeing others progress through their careers. His current interests include Amazon Web Services, AI, Kotlin and Swift. 

Kristina Colson is a software consultant with a background in software delivery and digital product management. With experience coaching clients on product strategy and agile methodologies, she currently leads the implementation of the AI strategy for Lean TECHniques. She is passionate about using AI in a responsible manner that enhances human capabilities. 

Alec Harrison is a Microsoft Azure MVP, a software development enthusiast passionate about test-driven development, cloud technologies, and agile methodologies. In his free time you'll find him learning about new Azure technologies and helping to run the Iowa Microsoft Azure User Group, KC Azure User Group, or working on his podcast Azure Cloud Talks.

About Lean TECHniques

Lean TECHniques is a technology and management consultancy helping companies evolve into digital enterprises built for impact. We work alongside organizations to ignite lasting change by developing high-performing teams, creating environments that fuel innovation, and delivering best-in-class customer experiences. Learn more at leantechniques.com.