Learn why CRM data alone isn’t enough to support AI-driven marketing—and how marketing automation provides the execution layer AI depends on. This guide explains what AI readiness really requires and how to build a stronger, more connected foundation.

Key takeaways:

• Why CRM data breaks down without consistent execution
• How marketing automation turns insight into action
• What "AI-ready" marketing actually looks like