How do you design multi-tenant LLM systems safely?

Multi-tenant LLM systems isolate data, enforce quotas, and apply per-tenant policies to ensure security and fairness.

In multi-tenant systems, multiple customers share infrastructure. Isolation is achieved via separate namespaces, encrypted data partitions, per-tenant rate limits, and strict access control. Prompt and retrieval data must never leak across tenants. Monitoring and billing are also tenant-aware.