Pillar 04
Service & Warranty Recovery:
the back end nobody audits.
Unrealized claims, unpaid labor, missed remittance, and declining advisor yield that stay buried until the year-end variance.
Where unrealized claims bleed the back end
The problem, framed honestly.
Service and warranty is the department that looks fine on its own metrics (ELR, hours per RO) and still leaves three to five points of gross on the floor.
Warranty submission timing, labor-code misalignment, and sublet markup discipline compound. Nobody at the desk sees the aggregate.
Mechanus IQ ranks the underperforming claim types, the underpaying labor codes, and the advisors whose mix is drifting without intervention.
Signal inventory
What Mechanus IQ actually looks for.
Each signal corresponds to one or more verified vectors in the Mechanus IQ detection surface. Full inventory: intelligence model.
01
Warranty denial rate by claim type
Denials cluster by claim type and advisor. Pattern tells you whether the problem is documentation or estimation discipline.
02
ELR compression over rolling 90 days
Effective labor rate drifting down across the department points to job-mix drift, not necessarily pricing failure.
03
Unbilled sublet markup on external invoices
Sublet charged in to the dealer but not marked up to the customer. Usually a policy enforcement issue, not a pricing one.
04
Missed warranty-labor-rate submissions
OEM warranty labor rates require periodic resubmission. Missing the window freezes the rate at the stale value.
05
Advisor yield variance
Hours per RO, effective labor rate, and parts gross per RO by advisor. A lagging advisor is usually a coaching issue, not a talent one.
Gates, not recommendations
The problems we surface do not come back.
Every finding becomes a permanent enforcement gate inside the workflow. Hard gates block the action until resolved. Soft gates page an operator on drift. Audit gates flag the event for scheduled review. How gates work.
Hard gate
Sublet markup enforcement
A sublet RO cannot close without the configured markup percentage applied. Override requires DP sign-off.
Blocks the action until resolved
Soft gate
Warranty-denial cohort alert
When denial rate on a claim type exceeds the trailing-90 baseline, Service Manager and Warranty Admin are paged.
Pages the relevant operator on drift
Audit gate
Annual warranty-rate resubmission calendar
OEM warranty labor rate resubmission tracked against the calendar. Missed windows flagged.
Flags the event for scheduled review