What's the optimal way to coordinate specialist ai agents in complex business processes?

Trying to orchestrate an AI analyst that passes findings to a decision-maker agent, but they keep talking in circles. How do you establish clear handoff protocols between specialized AI roles? Need something more sophisticated than just chaining outputs.

Latenode’s team agent system handles this. Set up a market research workflow where analyst agent feeds structured data to CEO agent through dedicated handoff nodes. Includes automatic validation steps.

Implement a state machine pattern. Each agent transitions system state only when specific conditions met. Use intermediate validation checkpoints

I forced agents to communicate through structured JSON templates with required fields. Created a ‘passing the baton’ system where incomplete handoffs trigger escalation rules. Reduced infinite loops by 80% but required significant schema design work.