Deployment Options
From fully managed SaaS to dedicated cloud and on-premises — deploy to match your security requirements.
The same platform is offered as Multi-tenant SaaS, Dedicated Cloud, and Self-managed (customer infrastructure/on-premises). Organizations with data-sovereignty, regulatory, or air-gapped requirements can also run W&B securely in-house.
What Are the Deployment Options
AI development data — code, datasets, models — is a sensitive asset, so the deployment model matters. W&B offers everything from fast-start SaaS to isolated dedicated cloud and on-premises installation on your own infrastructure, letting you choose to fit security and regulatory requirements.
Deployment Models
| Model | Description |
|---|---|
| Multi-tenant SaaS | Cloud operated by W&B — start immediately |
| Dedicated Cloud | A dedicated, isolated cloud instance for your organization |
| Self-managed | Direct installation on AWS, Azure, GCP, or on-premises (air-gapped possible) |
Security & Governance
Access control (RBAC)
Team- and role-based permission management
Audit logs
Activity tracking for compliance
SSO · SCIM
Unified account management via enterprise identity integration
What It's Used For
Fast adoption
Onboard teams immediately with SaaS
Regulated & air-gapped environments
Secure data sovereignty with on-premises
Enterprise operations
Isolation and SLAs with dedicated cloud