The market is volatile; a monolithic product organisation cannot compete. I propose a 'Two-Speed' structure: a Stability Engine to protect core P&L, and an Innovation Lab for zero-to-one AI exploration.]
Centralised AI/ML teams are fast becoming bureaucratic bottlenecks. The commoditisation of MLOps means the future lies in narrow, embedded AI agents owned by the product teams they serve.