How do you handle errors?

“Every automation ships with a human review queue for low-confidence cases. Confidence thresholds are set during discovery based on the business cost of false positives vs false negatives. High-volume low-stakes decisions (ticket categorization) can ship at 85% confidence auto-approval; high-stakes decisions (compliance flags, medical dosing) require 95%+ confidence or always-human-review.”