The money your technicians earned but never received. Every metric below represents real labor performed at manufacturer direction, then systematically underpaid through a combination of hour reductions, pre-authorization denials, and partial payments. Click any number to see the receipts.
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The smoking gun. Below-book-time approvals, systematic pre-authorization denials, and rep-by-rep behavior patterns — all sourced directly from the manufacturer's own portal data and cross-verified against IDS financial records. Every finding is backed by specific claims you can print for litigation.
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Where the money goes. Hour-by-hour labor analysis, quarterly patterns that reveal budget-driven claim management, and the financial gap between what's submitted and what's paid. The numbers tell the story — labor reductions drive the majority of shortages.
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| Claim ID | RO | Mfg | VIN | Status | Year | Requested | Approved | Shortage | Friction ⇵ | Arc | Flags | Rep | Paid Date |
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Side by side, manufacturer by manufacturer. The gap between what you submitted and what you received isn't random — it's a pattern. Compare shortage rates, labor cuts, and denial behaviors to see which manufacturers are paying fairly and which are systematically underpaying.
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Same repair, four sources, four different time allowances. Pick a specific code from ANY manufacturer — the system finds the closest matching codes from every other source and shows them side by side. This is the same repair — here's what each manufacturer pays vs the RVDA industry standard.
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Every warranty claim tells a story through its comment thread. AI-analyzed communication patterns reveal which manufacturers stall, which deny reflexively, and where the real friction lives. 664 claims analyzed, 7,532 comments decoded.
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