Reporting Automation for Body Shops

You Are Being Graded, and You Did Not Set the Rubric

Almost every trade picks its own numbers. A detailer decides what a good month looks like. A tint shop decides whether attach rate matters. A collision shop is scored by somebody else, on metrics it did not choose, and the score determines how much work walks through the door next quarter. Direct repair program carriers keep a DRP scorecard on every shop in their network, and it is built from cycle time, rental days consumed, customer satisfaction survey results, and rates of parts usage and re-repair. Referral volume follows that scorecard. A shop that loses two points on its average keys-in to keys-out figure can lose a meaningful share of its intake without a single unhappy customer, because the decision was made in an underwriting office by someone looking at a spreadsheet. Reporting, in this trade, is not an internal management exercise. It is how a shop argues with its own report card.

Cycle Time Punishes You for the Insurer's Delay

The blunt version of cycle time — the calendar days between the customer handing over the keys and getting them back — is the number the carriers track, and it is deeply unfair to a shop that is doing everything right. A repair that took nine days of actual work and then sat for eight days waiting on a supplement approval and eleven more waiting on a back-ordered OEM quarter panel shows up as a twenty-eight-day cycle time. Twenty-eight days is a bad number. Nine days of work is a good shop. Nothing in the raw figure distinguishes the two, and the party that caused nineteen of those days is the same party reading the report. The only defense is decomposition, and it has to be automatic, because no shop is going to reconstruct three weeks of stalls from memory at the end of a quarter. Every stage transition gets a timestamp when it happens, and the total splits into its causes.

The Four Numbers That Actually Explain a Repair

Touch time against cycle time is the first and most revealing. Touch time is the hours a technician actually had hands on the vehicle; cycle time is the elapsed calendar. When a shop discovers its average repair carries eleven touch hours across twenty-two calendar days, it has learned that its problem is not productivity, it is dwell. Days-to-supplement-approval is the second, tracked from submission to the carrier's response and reported by carrier and by named adjuster, because the variance between two carriers on the same kind of job is often enormous and no shop can negotiate about it without the data. Days-waiting-on-parts is the third, split by OEM versus aftermarket and by vendor, which is how a shop finds out that one supplier's ETAs are fiction. Rental days consumed per repair is the fourth, and it is the one the carrier cares about most, because it is the one that costs them money directly. Those four numbers turn a twenty-eight-day cycle time from an accusation into an explanation, and they change what a shop can say in a network review meeting.

Throughput, Severity and the Mix You Are Actually Running

Beneath the DRP scorecard sits the ordinary business the shop is running, and it deserves numbers too. Average repair severity — the mean value of a repair order — tells the shop what kind of work it is winning, and the national picture puts the bulk of real repairs between $1,000 and $5,000 with an average near $4,500. A shop whose average severity is $1,600 is running a bumper-and-fender business with high volume, high administrative overhead per dollar, and thin margins. A shop at $6,500 is doing structural work and luxury vehicles, which means longer cycle times, more calibration, and better economics. Both are viable businesses; running one while believing you are running the other is not. Add to that the labor mix — the national range runs $47 to $215 per hour, and the gap between what a shop charges for body labor, paint labor and mechanical labor matters more than the headline rate — plus the ADAS calibration attach rate, which is a compliance signal as much as a revenue one. A shop calibrating on 8% of repairs on a modern vehicle mix is almost certainly skipping something.

Reporting That Nobody Reads Is Not Reporting

The most common failure is not the absence of data. It is a dashboard nobody opens. The reporting that changes behavior in a body shop is short, scheduled and pushed: a Monday morning summary listing every vehicle currently stalled with the number of days it has been stalled and the party responsible, so the manager's first act of the week is to make four phone calls to four adjusters rather than to walk the floor. A weekly figure for cars delivered, cars promised and cars that missed a promised date. A monthly view of days-to-approval by carrier that gets read before the next network meeting. Anything longer than that gets skimmed. The test of a report in a collision shop is whether reading it causes somebody to pick up a phone within the hour, and most reports fail it. Our CRM and pipeline automation is what makes the stall list possible, because a number is only as honest as the timestamp underneath it.

Satisfaction Scores Are a Metric You Can Move Without Working Faster

The customer satisfaction component of a DRP scorecard is the one most shops treat as fate, and it is the one most responsive to communication rather than to speed. Survey results in this trade correlate less strongly with how long the repair took than with whether the customer felt informed while it was happening. A twenty-eight-day repair with nine proactive updates scores better than an eighteen-day repair with silence, which is a genuinely strange and genuinely reliable finding, and it means a shop that cannot shorten its cycle time can still lift its score this quarter. That connects reporting directly to the messaging side of the operation: the shops whose survey numbers climb are the ones that instrumented the update cadence and then measured whether it fired. The parallel worth noting is with automation for auto detailing companies, where every metric on the board is one the owner chose and can redefine at will. A collision shop reports into a scoreboard it does not control, which is why proving where the days went is not a vanity exercise. For the update cadence those scores respond to, see our multi-channel messaging automation.