Personalization is easy to describe and much harder to operate at scale. A team may know a contact’s name, company, industry, lifecycle stage, recent activity, product interest, sales owner, past purchases, or preferred channel. Yet those fields do not automatically create a useful experience. If the data is stale, the rules conflict, or the content […]