Deployment options

This section describes the different ways can you can deploy W&B.

W&B Multi-tenant Cloud

W&B Multi-tenant Cloud is fully managed by W&B, including upgrades, maintenance, platform security, and capacity planning. Multi-tenant Cloud is deployed in W&B’s Google Cloud Platform (GCP) account in GPC’s North America regions. Bring your own bucket (BYOB) optionally allows you to store W&B artifacts and other related sensitive data in your own cloud or on-prem infrastructure.

Learn more about W&B Multi-tenant Cloud or get started for free.

W&B Dedicated Cloud

W&B Dedicated Cloud is a single-tenant, fully managed platform designed with enterprise organizations in mind. W&B Dedicated Cloud is deployed in W&B’s AWS, GCP or Azure account. Dedicated Cloud provides more flexibility than Multi-tenant Cloud, but less complexity than W&B Self-Hosted. Upgrades, maintenance, platform security, and capacity planning are managed by W&B. Each Dedicated Cloud instance has its own isolated network, compute and storage from other W&B Dedicated Cloud instances.

Your W&B specific metadata and data is stored in an isolated cloud storage and is processed using isolated cloud compute services. Bring your own bucket (BYOB) optionally allows you to store W&B artifacts and other related sensitive data in your own cloud or on-premises infrastructure.

W&B Dedicated Cloud includes an enterprise license, which includes support for important security and other enterprise-friendly capabilities.

For organizations with advanced security or compliance requirements, features such as HIPAA compliance, Single Sign On, or Customer Managed Encryption Keys (CMEK) are available with Enterprise support. Request more information.

Learn more about W&B Dedicated Cloud or get started for free.

W&B Self-Managed

W&B Self-Managed is entirely managed by you, either on your premises or in cloud infrastructure that you manage. Your IT/DevOps/MLOps team is responsible for:

• Provisioning your deployment.
• Securing your infrastructure in accordance with your organization’s policies and Security Technical Implementation Guidelines (STIG), if applicable.
• Managing upgrades and applying patches.
• Continuously maintaining your self managed W&B Server instance.

You can optionally obtain an enterprise license for W&B Self-Managed. An enterprise license includes support for important security and other enterprise-friendly capabilities.

Learn more about W&B Self-Managed or review the reference architecture guidelines.