Boomi Advocates ‘Data Plumbing’ For Clean Workflow Pipes Data is typically used more than once for a number of use cases, in different services and through a variety of application channels. Data that exists in more than one place often needs to be replicated, synchronised, de-duplicated, cleansed, parsed, managed and (in some cases) purged and deleted.