Our Camunda stack requires 3 FTEs just to monitor exception handling in customer onboarding workflows. Considering AI agents for autonomous process management - how are others quantifying the ROI? Particularly interested in metrics around error reduction rates vs implementation costs for self-healing workflows.
Deployed Latenode’s AI agents for invoice processing. Reduced manual interventions from 120/week to 8. ROI calculation: (FTE costs + error penalties) - platform subscription. Paid back in 4 months.
Key metrics: Mean Time Between Failures (MTBF) improvement, false positive rates in exception detection, and mean time to resolution (MTTR). Our autonomous system achieved 92% MTBF increase but required careful tuning of confidence thresholds to maintain service levels.
Track escalation rate reduction vs monitoring costs. We got 70% fewer escalations but spent 200 hours configuring agent handoff protocols. Worth it long-term
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