From Hype to Practicality: Making AI Work for Business with David Trier
Release Date: 09/17/2025
Lean Into Excellence
This week on Lean Into Excellence, we’re joined by David Trier, an experienced leader in product management and AI operations, as well as the VP of Product at ModelOp. Together, we explore the evolving role of AI in business—cutting through definitions and misconceptions to uncover how organizations can harness AI responsibly. David shares practical insights on balancing innovation with governance and risk management, highlighting why companies must not only embrace AI’s potential for productivity and process efficiency, but also prepare for the challenges it brings. We also dive...
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In this episode, we sit down with Elisabeth White, CEO of Cornerstone Agility and author of People Do Change, for a powerful conversation on human-centric change management. Elisabeth reminds us that change isn’t just a process—it’s an emotional journey. She shares why empathy must be at the heart of leadership during transformation, and how a growth mindset, trust, and community are critical to helping teams move forward. If you lead people through change—or are navigating it yourself—this episode is filled with thoughtful insight on how to do it with clarity, compassion, and...
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In this episode of Lean Into Excellence, we sit down with Dr. Lucas Chesla to explore his journey from the Marine Corps to becoming a champion of Lean Six Sigma and organizational transformation. Drawing from his book Revolutionize Work: A Guide to Enterprise Transformation (co-authored with Kirk Nicholas), Dr. Chesla shares powerful insights on leadership, culture, and the role of data in driving meaningful change. He dives into the importance of storytelling in data analysis, challenges common misconceptions about Lean Six Sigma, and emphasizes how empowered employees are key to sustaining...
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In this episode of Lean Into Excellence, we’re joined by Mark Reich, Senior Coach at the Lean Enterprise Institute and author of the new book Managing on Purpose. Mark brings decades of experience in Lean leadership, including 23 years at Toyota, to a powerful conversation on what it really takes to build and sustain a culture of continuous improvement. We dive deep into the principles of Hoshin-Kanri and why it's critical for aligning strategy from the top down and bottom up. Mark explains how tools like A3 problem-solving and daily management are not just techniques—but essential...
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We’re excited to welcome back Doug Bruce to Lean Into Excellence for a powerful conversation about the often-overlooked value of White and Yellow Belt training in the Lean Six Sigma journey. In this episode, we break down why these entry-level certifications aren’t just for beginners—they’re essential for building a strong foundation of continuous improvement across any organization. We discuss: ✅ How individuals at all levels benefit from early-stage training ✅ Why companies should invest in de
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In this episode of Lean Into Excellence, we’re shaking things up! Chuck Gillis steps in for Marco Bonilla as we welcome special guest Mike Daley to the conversation. Together, we dive into the evolution of Corrective Action Request (CAR) and Root Cause Corrective Action (RCCA)—exploring how these essential processes have transformed over time to drive lasting improvements. If you’re in quality, process improvement, or leadership, this episode is packed with insights to help you tackle issues at the so
info_outlineThis week on Lean Into Excellence, we’re joined by David Trier, an experienced leader in product management and AI operations, as well as the VP of Product at ModelOp. Together, we explore the evolving role of AI in business—cutting through definitions and misconceptions to uncover how organizations can harness AI responsibly.
David shares practical insights on balancing innovation with governance and risk management, highlighting why companies must not only embrace AI’s potential for productivity and process efficiency, but also prepare for the challenges it brings.
We also dive into the future of AI in the enterprise, the rise of ModelOp, and what leaders can do today to ensure safe, effective, and scalable adoption of AI.
Dave Trier, Vice President of Product at ModelOp
Dave has more than 20+ years of experience as a Data & Analytics, Model Operations/MLOps, and AI strategy expert. Most notably, in a previous role as a manager and consultant at Accenture, he led large-scale enterprise transformation projects and helped pioneer the space of ModelOps through various Accenture consultancy tools and solutions. Prior to joining ModelOp, where he defines and executes strategy for ModelOp Center, Dave held several technology and data leadership roles. This included VP of Advanced Analytics Services at Teradata, and Chief Technology Officer at Powered by Action. With his two decades of technology and product management experience and multiple patents in his name, Dave helps ensure ModelOp continually delivers cutting edge innovation, helping enterprises implement and drive business transformation with ground-breaking technologies—from AI, big data, and cloud computing, to IoT solutions.
Connect with him on LinkedIn at https://www.linkedin.com/in/davidetrier/
Learn more about ModelOp: https://www.modelop.com/