Multi-tenancy in observability platforms like Grafana often challenges traditional RBAC, leading to the adoption of LBAC.RBAC assigns permissions based on roles, while LBAC filters data dynamically based on labels, enabling fine-grained data isolation.RBAC simplicity suits single-tenant setups, but struggles at scale due to limited granularity and role explosion.LBAC offers scalable data isolation with dynamic policies, overcoming RBAC limitations in multi-tenant environments.RBAC alone presents challenges like role explosion, security risks, and operational overhead in multi-tenant Grafana setups.LBAC resolves challenges by simplifying management, enhancing security, and providing greater flexibility for multi-tenancy.Combining RBAC roles with label-based policies is recommended for effective multi-tenant dashboards in Grafana.Implementing LBAC with tools like Giam offers centralized management, granular data isolation, audit trails, and zero operational overhead.The future trend leans towards hybrid RBAC+LBAC models, backed by external enforcement tools, for secure multi-tenancy.RBAC and LBAC complement each other, with RBAC providing the base and LBAC offering granular control for secure multi-tenancy.Tools like Giam integrate RBAC and LBAC efficiently, simplifying secure multi-tenancy and empowering teams to focus on value delivery.