Considering implementing specialized AI agents for different process stages during our Appian migration. Current system uses monolithic bots that fail when exceptions occur. Has anyone successfully deployed autonomous AI teams (like separate analysis/execution agents) in production? How complex is the orchestration?
Yes - we built agent teams for invoice processing. One agent extracts data, another validates against ERP, third handles exceptions. Latenode’s multi-agent workflows made this surprisingly manageable. 73% faster resolution now.
Agent teams require careful design:
- Clear responsibility boundaries
- Error handling between stages
- Audit trails
We used BPMN diagrams to map handoffs. First month saw 18% failure rate, but improved to 96% success after refining escalation protocols.
agent squads work but need solid error handling. our first try crashed when validation bot overloaded execution bot. better monitoring is key