AI or Die

• Audience Q&A: Ethical Enterprise AI

  On this episode, our hosts Nick Woo, Rehgan Bleile, and Brendan Kelly return for another audience Q&A episode, providing insight into the ethical implementation of AI systems within the enterprise.The team dives into how to responsibly enhance model performance and evaluate the ROI from generative AI. We also discuss and address questions around automation inside the enterprise. Additionally, we focus on recent AI developments and how these may shape current and future conversations between leaders and their teams.AlignAI LinkedinAlignAI WebsiteAlignAI Instagram

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• Operational AI in Biotech: Lessons from the Lab

  On this episode, we welcome Scott Brown, an architect at Andelyn Biosciences. Scott has a focus on data flow enablement, operational excellence and innovation to serve analytics and AI.We discuss the critical importance of human-in-the-loop oversight, the evolving role of evaluation frameworks for AI outputs, and the broader shift toward hybrid AI systems that blend generative and traditional machine learning techniques. From building early, low-risk use cases to preparing for more advanced agentic AI applications, we highlight actionable strategies for responsibly scaling AI across industries.Scott BrownAlignAI LinkedinAlignAI WebsiteAlignAI Instagram

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  48:27
• The New Playbook: AI and Workforce Readiness

  On this episode, we welcome Nan Li, an experienced AI and machine learning leader at Nationwide. Nan shares her insights from years of enabling AI and machine learning adoption within large enterprises, with a focus on workforce readiness, human-AI interaction, and operating model design. We explore how enterprises are evolving to support AI adoption beyond technical teams, highlighting the shift from centralized innovation to more distributed, domain-embedded use. Additionally, we examine the emerging personas within an AI-enabled workforce—builders, users, and protectors—and the cultural and structural changes required to empower each group. From democratizing low-risk use cases to managing risk in high-impact workflows, we offer a practical look at how organizations can build an AI-ready workforce in a responsible, scalable way.Nan Li’s LinkedinAlignAI LinkedinAlignAI WebsiteAlignAI Instagram

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• The Next AI Era: Agents & Adoption

  In this episode, we welcome Mike Alvarez, Chief Technology Officer at NeuZeit, a consulting firm specializing in value acceleration, particularly for AI initiatives. Mike shares insights on agentic architectures, their role in automating complex workflows, the evolving landscape of AI governance, and how businesses can balance innovation with structured AI adoption.We explore the challenges and opportunities in AI value acceleration, discussing how enterprises can move beyond experimentation to real, operationalized impact. We also examine key trends shaping AI in 2025, from advancements in AI-driven automation to the growing need for human-centered governance frameworks.Mike Alvarez LinkedinAlignAI LinkedinAlignAI WebsiteAlignAI Instagram

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• Enterprise AI is Evolving: Key Takeaways

  This week, our hosts Nick Woo, Rehgan Bleile, and Brendan Kelly celebrate their 20th episode with a reflection on AI advancements in 2024 and predictions for 2025.In this episode, the team dives into the diverse maturity levels of enterprise AI adoption, from early experimentation to large-scale deployment, the role of executive buy-in, and collaboration between business and technical teams. They highlight the rise of AI agents, growing reliance on data quality, and the shift toward optimization and governance as enterprises consolidate tools and processes. Looking ahead, they predict faster deployment cycles, deeper integration of AI into workflows, and a focus on user-centered design.AlignAI LinkedinAlignAI WebsiteAlignAI Instagram

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