The service desk knows before you do

People rarely report that an agent is wrong. They report that a process is broken, which arrives as an ordinary ticket.

The detail

Grouping ticket text against agent run data closes that gap — the complaint and the cause end up in the same view.

At Quantic Systems, four agents accounted for just over half of a category of tickets nobody had connected to AI at all.