AI Is Unbundling Product Roles—Why Expertise Is At Risk
AI tools are shifting core capabilities from specialized teams into generalized 'builder' roles, merging design, analytics, and product management. While this boosts speed, it dilutes deep expertise, making organizations vulnerable to quality loss as critical judgment gets scattered. Teams must guard against losing the expertise that underpins high‑quality work.