Swift is an object storage system that can store millions to billions of objects with a URL for each. It uses a proxy tier, ring mapping, storage zones for fault isolation, and continuous replication to provide scalability and reliability. Example uses of Swift include Cloud Files storage, long tail data storage, running VMs, database volumes, and asset storage.