Triage Confidence Threshold

Triage Confidence Threshold treats every incoming ticket as a routing decision gated by a confidence score, not a binary automate-or-escalate choice. Above the threshold, the system resolves or pre-fills; below it, the ticket routes to a human with context attached. The framework matters because agencies sell triage as cost reduction, and the threshold is the dial that sets both savings and risk. Set it too high and deflection stalls; too low and emotionally charged cases reach an AI that mishandles them. Julia 1, Supersonic Labs' 144.3M-parameter CPU model, illustrates the mechanics: it selects among 2 to 20 supplied answer options across 52 locales, so the option set and confidence cutoff define what the system can safely handle. Forethought's Triage Agent applies the same logic at enterprise scale. For agencies, the threshold is a retainer lever: document it per client, review it monthly, and tie it to CSAT rather than ticket volume alone.