Blog

Automotive industry insights, tips, and guides

Which KPIs Matter for Cycle-Counting the Parts Bin? A Parts Manager's Guide

Cycle-counting accuracy, inventory turn rate, and variance percentage are the three core KPIs a parts manager needs to monitor for parts bin health. Accuracy te...

Read More →

Which KPIs Matter for Reducing Parts Shelf Stock? A Parts Manager's Guide

The KPIs that matter most for reducing parts shelf stock are inventory turnover ratio, days inventory outstanding (DIO), stock-to-sales ratio, and obsolescence ...

Read More →

Which KPIs Matter for Tracking Parts Obsolescence? A Parts Manager's Guide

Parts obsolescence tracking hinges on four core KPIs: inventory turns (how fast stock moves), excess inventory ratio (the percentage of parts sitting beyond 12 ...

Read More →

Which KPIs Matter for Looking Up a Part by VIN? A Parts Manager's Guide

The KPIs that matter most for looking up a part by VIN are first-call resolution rate (FCR), average lookup time, part-match accuracy, and inventory availabilit...

Read More →

Which KPIs Matter for Documenting Test Drive Findings Clearly? A Technician's Guide

The most critical KPIs for documenting test drive findings are issue severity (critical vs. minor), time to identify each fault, customer-perception impact scor...

Read More →

Which KPIs Matter for Requesting Parts Without Slowing the Ticket? A Technician's Guide

The KPIs that matter most for requesting parts without slowing the ticket are parts availability rate (how often you stock what you need), average parts arrival...

Read More →

Which KPIs Matter for Handling a Difficult Advisor Interaction? A Technician's Guide

The KPIs that matter most when handling a difficult advisor interaction are response time to ROs (aim for same-day acknowledgment), first-time fix rate, hours p...

Read More →

Which KPIs Matter for Keeping Your Bay Organized Between Jobs? A Technician's Guide

The KPIs that matter for keeping your bay organized between jobs are bay turnover time, first-touch efficiency, rework rate, and tool/equipment availability. Th...

Read More →

Which KPIs Matter for Running a Pre-Delivery Inspection Efficiently? A Technician's Guide

The KPIs that matter most for pre-delivery inspection efficiency are: inspection completion time per vehicle (target 45–75 minutes depending on model complexity...

Read More →

Which KPIs Matter for Working a Diagnostic With Intermittent Failures: A Technician's Guide

The most critical KPIs for diagnosing intermittent failures are first-contact resolution rate (FCR), diagnostic hours per repair order (RO), and the percentage ...

Read More →

Which KPIs Matter for Managing Comebacks and What to Do First: A Technician's Guide

The KPIs that matter for managing comebacks are comeback rate (%), root-cause analysis (RCA) hit rate, labor hours per comeback, first-time fix (FTF) percentage...

Read More →

Which KPIs Matter for Handling a Warranty Claim the Right Way? A Technician's Guide

Warranty claim success boils down to three core KPIs: first-time fix rate (how often you nail the repair on the first visit), claim cycle time (days from intake...

Read More →