AWS Snowball is a service designed to transfer terabytes to petabytes of data into and out of AWS using secure, physical storage appliances. It helps overcome common data migration challenges like expensive network costs, extended transfer times, and security vulnerabilities during the data transfer process. By utilizing Snowball, enterprises can efficiently and securely migrate massive volumes of data to AWS, which would otherwise be impractical over the internet.