ai workflow automation architecture

Building Enterprise AI Workflow Automation Systems: Key Architectures and Best Practices — Photo by Ivan S on Pexels

AI Workflow Automation Architecture - Controller or Swarm Wins?

Choosing the right architecture can add or shave up to 30% from your staffing budget, depending on whether you adopt a centralized orchestrator or a distributed swarm of AI agents. When I first tackled automation for a mid-size finance firm, the decision felt like picking a heart-monitor for a marathon: