We’ve Seen This Movie Before—And Boards Keep Buying The Sequel

Enterprises repeatedly adopt new computing architectures by layering them onto existing systems rather than rebuilding from the ground up, a pattern seen from RISC processors to cloud migration. This approach often leads to suboptimal returns on investment as true native designs are bypassed for faster, cheaper adoption. The article argues that AI adoption risks repeating this costly cycle unless enterprises embrace foundational redesign.