Reading ticket exports without mistaking volume for truth

When live observation is blocked, we start with ticket exports. Volume charts are seductive. They are also incomplete.

Some desks file a ticket for every hesitation; others only file when a customer complains. A quiet console area in the export may be the most dangerous place in the building. Before we cluster themes, we ask how filing culture works on that team.

Useful companion questions:

• Who is allowed to file against this console?
• Are night-shift tickets typed by a different crew with different habits?
• Did a recent campaign ask staff to “log everything for two weeks”?

Only after those answers do we treat counts as signals. Even then, the Interaction Briefing Pack labels volume as volume — not as proof of severity — and flags where a live sitting would still be required.

Console interaction analytics that stops at a bar chart has not yet met the people who click through the night.