Greg Milano explains how the status quo in incentive target-setting unintentionally leads to destructive behaviors and decisions. From asymmetric risk exposure to a myopic focus on variances to “sandbagging,” typical corporate goal-setting and planning processes incentivize mediocrity and time-consuming target negotiations. Alternatively, setting ambitious, stretch targets can spur significant new sources of value creation. By emphasizing improvement over prior results, deploying incentives that are truly aligned with TSR, and adopting a structured process for setting challenging, yet achievable, goals, organizations can foster more growth and innovation. When managers are rewarded for thinking outside the box, the result is an ownership culture where leaders are always seeking the next catalyst for growth and outperformance.

Entrepreneur, investor, and innovation strategist Jonathan Aberman joins us to discuss how corporate leaders can turn AI from a short-term efficiency play to a long-term competitive advantage. Rather than viewing AI purely as a cost-cutting tool, Aberman suggests CEOs can assess where human differentiation truly drives pricing power and innovation and how to measure and strengthen it. Organizations can use structured assessments of “Original Intelligence” to understand how their people solve problems, predict who will effectively leverage AI, design better teams, and implement guardrails that prevent the erosion of differentiation. The conversation offers guidance on refining AI strategy using change management, governance, risk control, and talent deployment levers—helping leaders balance automation with true innovation. For executives navigating AI adoption, the episode reframes the challenge from “How do we reduce headcount?” to “How do we grow by leveraging the unique—and human—aspects that differentiate our business?”

Expert in the economics of organizations, Professor Richard Langlois, joins us to explore how and why firms decide between internal production and market transactions. Drawing on Ronald Coase’s foundational theory of transaction costs, Langlois explains that companies “make or buy” based on which option is less costly and more effective, a question that underpins the broader structure of firms, ownership models, and vertical integration. He argues that the dominance of large, vertically integrated corporations in the mid-20th century was less about inherent superiority and more a response to poorly functioning markets during the Great Depression, World War II, and heavy financial regulation. As markets—especially capital markets—improved through deregulation, many conglomerates unwound in what Langlois calls the “vanishing hand,” a shift back toward market coordination and specialization. The conversation also examines why today’s tech giants like Amazon and Apple succeed with integration, attributing it to scale, platform dynamics, modularity, and fine-tuning advantages rather than old-style conglomerate logic. Langlois further discusses innovation, the debate over whether transformative breakthroughs are slowing, and the importance of organizational knowledge and capabilities as the foundation for growth. The episode highlights how firms must strategically balance integration, outsourcing, and core competencies in a constantly evolving market environment.