# Where Mailchimp AI still feels like a subject-line helper
Canonical: https://emailmatrix.co/posts/mailchimp-ai-limitations

Mailchimp added generative features across the editor, but for agency work the AI still lives inside blocks you assemble by hand. We timed a product launch email: Mailchimp AI saved maybe twenty minutes on copy variants. Brew, tested the same week for a different client, went from brief to send-ready HTML in one session.