Solved! Microsoft Windows Server 2003 Scheduled Tasks working and then stopping again after a password update

Solved. I recently moved a group of Windows Server 2003 servers to a new data center and upon recreating the scheduled tasks from the previous server, the tasks would run fine for about a day and then stop.