Langfuse Security Considerations

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Overview

Langfuse provides a comprehensive multi-tenant architecture built around a three-tiered organizational hierarchy with robust Role-Based Access Control (RBAC), making it suitable for enterprise deployments requiring strict tenant isolation and granular permission management. The platform is purpose-built for multi-tenancy with a single-instance deployment model as the recommended approach, leveraging organizations as the primary tenant isolation boundary.

Organizational hierarchy enables scalable tenant management

Langfuse implements a three-tiered hierarchy: Organizations → Projects → Users that provides natural tenant boundaries and flexible permission inheritance. Organizations serve as the top-level tenant isolation entities, containing multiple projects that group related data and functionality. Projects maintain their own API keys for programmatic access, while users are assigned roles at both organizational and project levels with inheritance flowing down the hierarchy.

A new installation of Langfuse looks like this.

It also looks like this when you have not been invited to any organizations and you have permissions to create your own organization.

Enter an organization name and click Create.

The permission inheritance model ensures that users receive organizational-level permissions by default, with project-level roles able to override these permissions for specific use cases. This structure supports complex organizational needs where users may require different access levels across various projects within the same tenant organization.

Token provisioning follows project-scoped security model

API authentication in Langfuse centers on project-scoped API keys that provide secure, granular access control. Each project generates its own set of API keys consisting of a public key (username) and secret key (password) used for Basic Authentication. These keys are not tied to individual users, providing operational flexibility while maintaining security boundaries.

Project-scoped keys remain persistent during organizational changes, including project transfers between organizations. API keys are cached in Redis for performance optimization, reducing database load during high-frequency API requests. For enterprise deployments, organization-scoped API keys provide administrative capabilities across multiple projects within the same organization, enabling centralized management operations.

The authentication flow uses standard Basic Auth with the public key as username and secret key as password. Keys can be created, managed, and revoked through the project settings interface, with automatic provisioning available through environment variables for automated deployments.

Create API Keys and track their usage - you can create an arbitrary number of API Keys for this project.

Single-instance deployment maximizes operational efficiency

Langfuse's single-instance architecture represents the recommended approach for most multi-tenant deployments. This design leverages the platform's built-in RBAC system to provide tenant isolation while maintaining operational simplicity and cost-effectiveness. The single deployment model enables centralized management across all tenants while ensuring complete data separation through organizational boundaries.

In the future, Cake will add projects which will allow the deployment of multiple instances of Langfuse. Multi-instance deployments should be reserved for specialized scenarios requiring complete infrastructure isolation, such as strict regulatory compliance environments or specific geographic data residency requirements. While multiple instances provide the highest level of isolation, they introduce significant operational overhead and complexity without additional security benefits for most use cases.

More on Langfuse deployment strategies here: https://langfuse.com/self-hosting/deployment-strategies

Tenant isolation strategies balance security and flexibility

Organization-level isolation provides the primary tenant separation mechanism, with complete data boundaries enforced at the database level. Each organization maintains its own data space with no cross-tenant access capabilities, ensuring regulatory compliance and data privacy requirements.

Project-level sub-tenancy within organizations enables further segmentation for different business units, environments, or use cases. This hierarchical approach allows tenants to structure their data and access patterns according to their specific organizational needs while maintaining the security benefits of the overall tenant isolation model.

The platform supports environment-based organization through built-in environment tagging and project separation. Teams can use the LANGFUSE_TRACING_ENVIRONMENT variable to organize traces by production, staging, and development contexts, or create separate projects when different RBAC requirements exist across environments.

More discussion of Organizations and Projects is here:

https://langfuse.com/changelog/2024-08-13-organizations

Role-based access control provides granular permission management

Langfuse implements five core roles available at both organizational and project levels: Owner (full permissions), Admin (settings management and user access control), Member (metrics viewing and score creation), Viewer (read-only access), and None (no default access for project-specific permissions).

The permission system includes specific granular permissions such as members:CUD for member role management and projects:create for project creation within organizations. These permissions enable precise control over administrative capabilities while maintaining security boundaries.

More detailed information on Langfuse RBACs are located here:

https://langfuse.com/docs/rbac

Naming conventions and organizational best practices

Effective tenant organization relies on consistent naming conventions that reflect the organizational structure and use case requirements. Organizations should follow patterns like client-acme-corp or tenant-healthcare-co for client-based separation, or bu-marketing and bu-engineering for business unit organization.

Project naming strategies should align with the intended use case, such as environment-based naming (prod, staging, dev), service-based naming (chatbot-service, analytics-platform), or combined approaches (acme-chatbot-prod). The platform supports headless initialization through environment variables for automated resource provisioning, enabling infrastructure-as-code deployments with predefined organizational structures.

Best practices include planning access policies before deployment, starting with the single-instance model for most use cases, and implementing comprehensive RBAC policies that match organizational security requirements. The platform's design for public exposure with built-in security makes it suitable for various deployment scenarios while maintaining tenant isolation integrity.

Conclusion

Langfuse's multi-tenant architecture provides enterprise-grade tenant isolation through a well-designed organizational hierarchy and comprehensive RBAC system. The single-instance deployment model offers optimal operational efficiency while maintaining strict security boundaries, making it suitable for organizations requiring scalable, secure, and cost-effective multi-tenant observability solutions. The platform's current capabilities support complex enterprise requirements while maintaining simplicity in deployment and management.