A Debate about Theory-First Strategy: Creating Competitive Advantage in the AI Era

Catalyst Center for Work Innovation: The Debate · Apr 11, 2026 · 27m

This research introduces a theory-first strategy as a vital counterpoint to the current corporate obsession with data-driven decision-making. While algorithms and big data excel at refining existing processes, they often fail to predict disruptive innovations or navigate environments undergoing rapid, non-linear change. The research argues that true competitive advantage stems from conceptual frameworks that envision future possibilities which historical data cannot yet confirm. By examining success stories like Amazon and Netflix, the research demonstrates how leading firms use human…