Why personalization breaks at scale in most outbound teams
Teams often want personalization, but their workflows are still list-first. Reps get handed rows of data and told to make the message feel relevant later.
That usually produces either low-volume craftsmanship or high-volume generic messaging. Neither is a great long-term system.