W&B EM-DC Enterprise Models Platform

Keep enterprise model operations inside a managed, single-tenant SaaS environment without giving up cloud choice. W&B EM-DC is hosted on W&B’s single-tenant SaaS and can run on GCP, AWS, or Azure, giving infrastructure and ML platform teams a clear path to standardize deployment while preserving provider alignment. This model is suited to organizations that need tighter tenancy boundaries than shared SaaS can offer. Single-tenant hosting helps support governance, isolation, and operational consistency for teams running production model workflows. The cloud-hosted design also makes it easier to align with existing enterprise cloud commitments and procurement preferences. For buyers comparing platform options, the appeal is straightforward: a managed enterprise models platform, hosted in a dedicated SaaS environment, with deployment options across the major public clouds. That combination reduces platform sprawl while keeping the operating model familiar to enterprise IT and ML engineering teams.