The Tagline or Title will appear above the logo image in the left Brand & Links Column on your Brandboard.  This space allows you to describe the project.  For instance, if you've used your client's logo as the image, the text could read:

(Your Company Name)'s Project Plan for

with the logo under it.  Click the Add/ Manage Tagline or Title link in Admin Tools menu any time to change that text.