Database scalability refers to the ability of a database to handle an increasing amount of work or its potential to be enlarged to accommodate that growth. It involves both vertical scaling, which adds more power to existing machines, and horizontal scaling, which adds more machines to a system, ensuring performance and availability remain high as demand increases.