Technician scorecards

What's on the scorecard

Each technician's scorecard pulls four core numbers: utilization (billable hours against hours available), first-time fix rate (jobs closed without a return visit), callback rate (jobs that generated a return visit within a defined window), and on-time arrival rate (visits starting inside the scheduled window). Together they separate a tech who's fast but sloppy from one who's slow but thorough, and both from one who's genuinely strong on all four.

Scorecards roll up by technician, crew, or branch, so a branch manager can spot a team-wide pattern — a training gap, a truck stock problem, a scheduling issue — rather than mistaking it for one tech's performance.

Why no single metric tells the story

Utilization alone rewards a tech for being busy, not for doing good work — a high utilization number paired with a high callback rate usually means jobs are getting closed too fast. First-time fix rate alone doesn't account for whether a tech is being handed harder, more complex jobs than their peers. Read together, the four numbers cross-check each other.

This is why the scorecard is built as one report instead of four separate ones: a manager reading utilization without callback rate next to it is reading half the picture.

How Thermal builds it

Every number on the scorecard comes from data already captured in normal dispatch and work order flow — clock times, job outcomes, return-visit linkage, and scheduled versus actual arrival — with nothing to log manually. Return visits are matched to the original job automatically, so callback rate and first-time fix rate reflect what actually happened in the field, not a self-reported outcome.

Scorecards update as work orders close, so a manager reviewing them on a Monday morning sees the prior week's real performance, not a lagging monthly rollup.

Using scorecards without turning them into a stick

The most common failure mode with technician scorecards is using them purely as a ranking tool, which makes techs defensive and gives them a reason to game the numbers — padding first-time fix by not reporting return visits, for instance. The more durable use is pairing scorecards with a regular coaching cadence: review the trend, not just the snapshot, and use a slipping number as the start of a conversation about truck stock, training, or job assignment rather than a verdict.

Branch and operations managers get the most value comparing scorecards across a crew to spot systemic issues — a whole team with rising callback rate points at a parts or training problem, not four individually declining techs.

See it live in Thermal

Thermal's technician scorecards live at app.trythermal.com/scorecards, pulling from the same dispatch and work order data that drives day-to-day scheduling — no separate performance tracking system to keep in sync.