Isolation Patterns

Securing Autonomous AI Agents in Multi-Tenant SaaS: A Trade-Off Framework for Isolation, Identity, and Threat Modeling

Securing autonomous AI agents in multi-tenant SaaS hinges on three core architectural decisions: isolation, identity, and threat modeling. Workload sensitivity, compliance, and risk should drive these choices, not implementation convenience, to prevent cross-tenant breaches and unauthorized actions.