TAKEAWAYS - Digital Twins and AI with Hala Nelson

Hala Nelson, Professor of Mathematics and Author of "Essential Math for AI", explores how digital twin technology and AI deployments are reshaping organizational systems while challenging conventional wisdom. We will also discuss establishing a new "standard of care" in human-centered engineering and examine how these technological shifts are transforming the workforce. Join us as we untangle real-world AI implementation strategies that prioritize both technological innovation and human experience.

Hala Nelson, Professor of Mathematics and Author of "Essential Math for AI", explores how digital twin technology and AI deployments are reshaping organizational systems while challenging conventional wisdom. We will also discuss establishing a new "standard of care" in human-centered engineering and examine how these technological shifts are transforming the workforce. Join us as we untangle real-world AI implementation strategies that prioritize both technological innovation and human experience.

Patrick Cuba, Snowflake Architect, explores the fundamental connections between Data Modeling, Data Vault, and Knowledge Graphs—revealing how these approaches all center on the same core elements: business entities, their relationships, and their historical states. Patrick unpacks why, despite the AI revolution, human expertise remains irreplaceable for accountability and real business value. If you're wrestling with cognitive overload in the face of data explosion or wondering how different modeling disciplines can complement each other, this episode delivers the practical insights you need.

Patrick Cuba, Snowflake Architect, explores the fundamental connections between Data Modeling, Data Vault, and Knowledge Graphs—revealing how these approaches all center on the same core elements: business entities, their relationships, and their historical states. Patrick unpacks why, despite the AI revolution, human expertise remains irreplaceable for accountability and real business value. If you're wrestling with cognitive overload in the face of data explosion or wondering how different modeling disciplines can complement each other, this episode delivers the practical insights you need.

Tim and Juan meet in person with Jean-Georges Perrin for a longer-than-usual episode. Together, they unpack the real meaning behind data contracts, explaining how these agreements serve as the backbone for successful data products and the practical framework for data mesh implementation. If you want to cut through all the jargon and buzzwords and get to an Honest, No-BS discussion, this is the episode for you!

Tim and Juan meet in person with Jean-Georges Perrin for a longer-than-usual episode. Together, they unpack the real meaning behind data contracts, explaining how these agreements serve as the backbone for successful data products and the practical framework for data mesh implementation. If you want to cut through all the jargon and buzzwords and get to an Honest, No-BS discussion, this is the episode for you!

Frances O'Rafferty, Senior Manager at Baringa, explore sthe critical gap between data-driven aspirations and decision-making reality. While many organizations claim to be "data-driven," leaders often revert to gut instinct when making crucial decisions. We'll examine how fragmented data experiences erode confidence and how a user-centric approach that brings together data, metadata, quality metrics, and lineage in one place can build the foundation of trust necessary for truly data-driven decision making. Frances shares practical insights on creating holistic data experiences that empower everyone across the organization to trust in their data and make confident, fact-based decisions.

Frances O'Rafferty, Senior Manager at Baringa, explore sthe critical gap between data-driven aspirations and decision-making reality. While many organizations claim to be "data-driven," leaders often revert to gut instinct when making crucial decisions. We'll examine how fragmented data experiences erode confidence and how a user-centric approach that brings together data, metadata, quality metrics, and lineage in one place can build the foundation of trust necessary for truly data-driven decision making. Frances shares practical insights on creating holistic data experiences that empower everyone across the organization to trust in their data and make confident, fact-based decisions.

Join Juan and Tim as they welcome special guests Krystin Kim (VP of Data & Analytics at Post Holdings) and Mary Lou Pirrera (Senior Manager of Data Management and Governance at The Campbell's Company) fresh from their panel at the Gartner Data & Analytics Summit 2025. They'll have an Honest, No-BS discussion on making data catalog and governance work in the real world while sharing key themes and actionable insights from one of the year's most influential data conferences.

Fresh from their travels meeting data leaders across industries, Tim Gasper and Juan Sequeda share the six most compelling data trends they've encountered in the field. In this special episode, our hosts cut through the hype to reveal what's actually happening on the ground - from how companies are really using AI to surprising shifts in data governance. Join them for an insider's look at what's shaping enterprise data strategies right now, straight from their conversations with practitioners and executives.