The QuickBooks Company File Not Found issue arises when the software is unable to locate the company file during the opening process. This can happen due to various reasons, such as file deletion, file corruption, or incorrect file path settings. Resolving the issue involves verifying the file location, restoring a backup file, or using the QuickBooks File Doctor tool to repair the company file and ensure its accessibility within the software.