In this episode of AI Realized, hosts Christina Ellwood and David Yakovich delve into the evolving intersection of data science and AI within enterprises. Joining them is Domenic RDA, VP of Marketing at Plotly, who discusses the transformative impact of AI on data science workflows and operational efficiency. Domenic highlights exciting developments in generative AI, the convergence of traditional and generative AI teams, and the use of open-source tools like Python and Plotly's Dash for creating flexible, custom data applications. He shares real-world examples from industries like financial services and pharmaceuticals, illustrating how companies are driving ROI through AI-enhanced data products and clinical trial operations. The conversation also explores the future of AI, the commoditization of large language models, and the growing importance of local AI for maintaining data privacy and security.

00:00 Introduction to AI Realized Podcast

01:16 Guest Introduction: Dominic RDA from Plotly

01:42 AI and Data Science Integration

03:28 Ensuring Trust in AI Results

03:58 Generative AI in Data Science Workflows

05:04 Plotly's Role in Data and AI

10:37 Case Studies: Financial Services and Pharma

24:49 The Future of AI in Enterprises

29:23 Resources and Final Thoughts