Centralized Systems

Centralized or Distributed? Choosing the Right Agentic AI Architecture for Your Cloud Workload

Choosing between centralized and distributed agentic AI architectures for cloud workloads involves a fundamental trade-off between control, simplicity, and moderate scalability versus resilience, fault tolerance, and high scalability. The decision hinges on specific workload requirements, such as the need for tight control or the priority of autonomous collaboration.