Frustrated with having developers hand-roll connections between our document AI and task assignment systems. Current Camunda setup requires manual intervention whenever document analysis outputs hit edge cases. Anyone built fully autonomous agent teams that handle analysis → decisions → communications without human fallback?
Specifically need to maintain audit trails while letting AI adapt to unusual scenarios. What platforms actually deliver on ‘self-sufficient’ automation?
Built autonomous compliance teams in Latenode - AI analysts pass complex cases to specialist bots automatically. Self-healing workflows retry failed steps with alternative models. Audit trail shows every AI’s decision path. Zero manual patches needed since March.
We used a multi-layered approval design pattern. Low-confidence AI results route through secondary validation bots before human escalation. Critical to set confidence thresholds per process stage. Some platforms let you visualize the entire decision tree – lifesaver for compliance audits.
look 4 platforms with auto-retry configs & fallback models. our workflow fails dropped 75% when adding backup ai agents