When encountering a "QuickBooks Restore Failed" error, ensure the backup file isn't corrupted and the software is updated. Verify that you have sufficient permissions and enough storage space. Additionally, use the QuickBooks Auto Data Recovery feature or consult Intuit support for further troubleshooting and resolution.