customer data governance

  1. AI-Ready Marketing in 2026: Fix CRM Data or Automate Bad Experiences Faster

    AI will not repair bad customer data for marketers in 2026; it will expose it, amplify it, and often automate its consequences across CRM, advertising, email, sales, support, and analytics systems wherever brands try to personalise customer engagement at scale. That is the uncomfortable premise...