Four decisions determine ticket volume and none of them is about how many customers needed help.
What creates a ticket
Some organisations create a ticket for every contact and others only where work persists beyond the conversation, which differ by a large factor.
As conversation-based models spread, this divergence is widening rather than settling.
Which channels are ticketed
Phone calls resolved on the call frequently create no ticket, chat resolved in conversation may not, and email almost always does.
An organisation weighted toward email will report far more tickets than an identical one weighted toward phone.
Automated resolutions
Conversations handled entirely by automation usually create no ticket, which means growing automation reduces ticket volume without reducing contacts.
This makes historic ticket volume comparisons meaningless across an automation deployment.
Merges, splits and reopens
Whether a reopened ticket counts once or twice, and how merged conversations are counted, changes the total noticeably.
These rules differ between organisations and frequently change within one.









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