Your application will continue to work without issue. You will no longer have support for it though. If there are any issues with your version 12 site, you won't be able to get Kentico support to help, you will be on your own. You also won't receive any hotfix updates for version 12.
If there is a major security issue, Kentico most likely will release a hotfix to rectify that issue specifically.