Designing Multi-Tenant AI Platforms at Scale
Multi-Tenant AI Architecture
Enterprise AI platforms often serve multiple clients, departments, or products on shared infrastructure. Multi-tenancy enables cost efficiency while maintaining logical isolation.
Design Principles
- Tenant-level resource isolation
- Data segregation policies
- Role-based access control
- Quota enforcement
Proper tenant design ensures scalability without compromising security.
