Navigating Data Transformation

Highlights from this week’s conversation include:

• Ryan and Paul’s Background and Journey (1:05)
• Excitement about AI and Data Intersection (2:50)
• Evolution of Language Models (5:05)
• Current Challenges in Model Training (6:51)
• Founding Zenlytic (9:12)
• Integrating Vibes into Decision-Making (12:58)
• Precision vs. Context in Data (15:03)
• Understanding Multimodal Inputs (17:47)
• The Challenge of Watching User Behavior (19:26)
• Empathy in Data Analysis (21:32)
• AI in Analytics (23:18)
• The Complexity of Data Models (25:33)
• Self-Serve Analytics Definition (28:15)
• Evolution of Self-Serve Analytics (32:09)
• Distillation of Data for End Users (36:44)
• Challenges in Data Interpretation (39:22)
• Building a Semantic Model (44:18)
• Using AI for Comprehensive Analysis (46:51)
• Future of AI in Analytics (51:31)
• Naming the AI Agent (52:53)
• Final Thoughts and Takeaways (54:21)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.