Swift-on-File allows object storage using the Swift API to be deployed on a scale-out file system. This provides benefits like leveraging file system features, adding Swift to an existing file system, and having a single management plane for file and object storage. Swift-on-File implements a DiskFile for Swift that stores objects as files, allowing them to be accessed from both the Swift API and the file system. This enables use cases like running analytics directly on objects through the file system API without data transfer, and securely sharing large scientific datasets for analysis through Swift.