First-touch resolution and time-to-restore are the two numbers that actually matter. Everything else is vanity. Here is how we report them at VSERV.
Why Ticket Volume Is a Misleading Metric
A high ticket volume does not mean your help desk is busy — it often means your environment is fragile, your user training is poor, or your first-touch resolution rate is low and users are calling back about the same problems. A help desk that resolves 85% of tickets on first contact will handle 40% fewer total contacts than one resolving 60% — because repeat contacts disappear. Focus on resolution quality, not contact volume.
The Only Two Metrics That Drive Cost
Mean Time to Restore (MTTR) — the average time from a user's first contact to full resolution — directly correlates to lost productivity hours. At 200 users, a 2-hour MTTR versus a 30-minute MTTR costs roughly 700 lost productivity hours per month across an average ticket volume. First Contact Resolution (FCR) rate determines how many of those productivity-draining repeat contacts you generate. These two numbers, tracked weekly, tell you more about help desk health than any other combination of metrics.
What Low FCR Usually Means Operationally
Low FCR rates are almost always a symptom of one of three things: insufficient access rights (the technician cannot fix the problem without escalation), insufficient knowledge base (the technician does not know the fix), or insufficient tooling (the technician can diagnose but not remediate remotely). All three are fixable. The knowledge base gap is the quickest to address — a structured documentation sprint with your top three technicians capturing their top 20 common resolutions pays back within 30 days.
Reporting That Actually Changes Behaviour
Report MTTR and FCR weekly, broken down by category and technician. Within 60 days, patterns emerge: which categories have the worst MTTR (usually printing, VPN, and Office 365 auth — the same everywhere), which technicians have the highest FCR (your trainers), and which ticket types are repeating (systemic environment problems). Share the data with the team, not as a performance review but as a diagnostic. Engineers who can see their own metrics improve faster than those managed by averages.
- Ticket volume is a vanity metric — First Contact Resolution rate and MTTR are the operational levers
- A 25% improvement in FCR typically reduces total contact volume by 30-40% within 90 days
- Low FCR is almost always caused by access, knowledge, or tooling gaps — all fixable in 30 days
- Report MTTR and FCR weekly by category and technician, and share results with the team as diagnostics