machine learning

Teams with a dedicated AI product management function ship AI features roughly 40% faster than teams where the responsibility is split informally across data science and traditional PM roles. The gap isn’t about talent or budget. It’s that model evaluation decisions can’t wait for a calendar alignment between two teams that don’t share a working…