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As AI investments accelerate across the enterprise, many organizations are simultaneously pursuing workforce reductions and operational restructuring. In this episode of AI First with Adam and Andy, Adam Brotman and Andy Sack examine recent layoffs at major companies including Meta, Coinbase, Oracle, and Block, and discuss what separates strategic AI transformation from simple cost-cutting.

The conversation introduces the concept of AI “scaffolding” or an organizational “exoskeleton” the systems, workflows, governance structures, training programs, and AI-enabled processes that support meaningful business transformation. The hosts argue that organizations must build these capabilities before making significant structural changes if they want to preserve institutional knowledge and maintain operational effectiveness.

Using Meta’s creation of new roles such as AI-focused organizational leaders and builders as an example, the discussion highlights the importance of redesigned workflows, workforce retraining, agentic systems, and AI proficiency programs. The episode offers practical insight for executives navigating AI adoption, organizational redesign, and the evolving relationship between technology investment and workforce strategy.