Infopath Publishing thru Central Admin (MOSS / Sharepoint 2007) fails with error!

When I was trying to load an InfoPath form template (via Central Admin --> Manage Form Templates), and I got following error:

This form template has not been correctly published to be browser-enabled. Open the form template in InfoPath Design mode, and click Publish Form Template in the Design Tasks task pane. Follow the steps in the Publishing Wizard to republish the form template, and then try again

So the basic thing to note here is:

Forms uploaded through Central Admin need to be specifically published for that purpose, by choosing Publish -> To a SharePoint Server and choosing ‘Administrator-approved form template (advanced) ’. This option saves a version of the Form Template which is specifically configured for publishing to Central Admin and Forms Services Administration will block uploading XSNs that are not published in this manner.