Your AI Platform Will Inherit Your Engineering Culture

AI can improve software delivery, but it cannot compensate for unclear standards, weak ownership, or poor engineering culture. In this post, we explore why AI platforms inherit the organisations they serve, and why better outcomes start with engineering discipline, measured bottlenecks, and deliberate adoption.