AI won’t fix bad customer data: Why CRM readiness comes first

This blog explains why successful AI marketing starts with clean, connected customer data—not new AI tools. It explores how CRM readiness, data quality, governance, and integrated workflows enable better personalization, automation, and measurement, while showing why brands that invest in a strong data foundation are better positioned to unlock AI's full potential.