Ajey Gore argues that AI has eliminated the translation layer traditionally occupying the middle of software org charts, collapsing roles focused on converting business requests into technical execution. In the emerging AI-native organization, the top “why” layer defining strategic purpose remains small, the “what” layer focused on judgment and defining success grows larger, and the “how” engineering layer shrinks but concentrates on complex, trust-critical work beyond AI capabilities, with agents automating conversion tasks. Leadership and engineering roles must evolve to contribute directly to strategy, design, and quality assurance rather than managing coordination, as teams become smaller, more skilled, and embedded directly in hands-on judgment work.
