AI Transformation Is a People Problem First: Conversations on Scaling Organizational AI

About this episode

The episode discusses the challenges and strategies for leading AI transformation in large organizations, emphasizing the importance of people and processes over technology.

In this episode of the Leadership Exchange, Rob Ocel and Elliott Fouts sit down with Dorren Schmitt to unpack what it actually takes to lead AI transformation inside a large organization. Drawing from Allen Media Group’s early adoption journey, Dorren shares how her team approached generative AI long before most enterprises had clear strategies in place and why successful adoption depends far more on people, process, education, and organizational alignment than the technology itself. The conversation explores practical realities many companies are now facing: employee resistance, AI governance, executive buy-in, budgeting for AI initiatives, workflow redesign, security risks tied to autonomous agents, and the growing importance of cross-functional innovation committees. Dorren explains why organizations need to rethink how they fund and evaluate AI projects, comparing them more closely to venture capital investments than traditional IT initiatives, while also emphasizing the importance of measurable short-term wins alongside long-term transformation goals. They also dive into the evolving role of human oversight in AI-driven systems, the risks of automating flawed processes, and…

People in this episode

Hosts: Rob Ocel, Elliott Fouts

Guest: Dorren Schmitt

Topics covered

• AI transformation
• organizational change
• employee resistance
• AI governance
• cross-functional innovation
• budgeting for AI
• human oversight in AI

Keywords

• AI transformation
• organizational alignment
• employee resistance
• AI governance
• budgeting for AI
• workflow redesign
• human oversight

Mentioned in this episode

Organizations: Allen Media Group

Books & works: The AI Production

More episodes of The Leadership Exchange

• How Should Business Leaders Approach AI Adoption Across Their Organization? · May 5, 2026 · 26 min
• Prisma Is Ditching Rust for TypeScript & Going All-In on AI-Native Dev · November 26, 2025 · 35 min
• Leading Software Teams in a Zero Downtime Organization · November 3, 2025 · 34 min
• Data and Product Roles are Changing with Generative AI · October 28, 2025 · 36 min
• React Wasn’t Supposed to Win. Here’s Why It Did. · October 15, 2025 · 40 min
• AI Wrote His Code While He Ran the Company · September 9, 2025 · 40 min