Manual ticket tagging is unreliable. Some agents tag every ticket; some tag none. Reporting and routing built on top of those tags inherits all that inconsistency. This workflow auto-tags every inbound ticket against your existing tag taxonomy — product area, intent, urgency, customer segment, root cause — with confidence scores per tag.
سير العمل هذا يشتغل داخل نظام التذاكر اللي عندك أصلاً—سواء تستخدم HubSpot، Intercom، Zendesk، Salesforce، Freshdesk، Twilio Flex، أو Front. ما تحتاج تنتقل لمنصة جديدة ولا تغيّر إعداداتك الحالية. Tags drive your existing helpdesk routing, SLA timers, and reporting the same way they did before. The difference is they're now applied consistently to 100% of tickets, in real time, across all channels. The AI learns your taxonomy from past data and adapts as you add new tags. Per-tag accuracy, hit-rate, and override-rate are tracked so you know when the taxonomy needs cleanup.
