Double-Funding and Ghost Stock: The Floorplan Fraud Patterns a Single Audit Can't Catch

In one case described by a UK law firm partner advising lenders, writing in Motor Finance Online in 2015, a dealer altered a single digit in a vehicle’s chassis number, enough that it would not flag as already financed elsewhere, and used it to draw funding from a second lender on the same car. The same dealer kept duplicate logbooks on hand and arranged short-notice buy-backs from customers whenever an auditor’s visit was due, so a car already sold would still be sitting on the forecourt when it mattered. Both are built to beat exactly the audit most funders still rely on: scheduled and physical.

Double-funding and ghost stock are not abstract audit-gap risks. They are specific, repeatable techniques with a documented track record, and each defeats a physical audit at a different moment: double-funding at the point a loan is drawn, ghost stock at the point a car is inspected. This article sets out how each works, why a scheduled audit cannot catch either, and what continuous, independent visibility changes.

What double-funding actually looks like

The most thoroughly documented double-funding case is a US one: Reagor-Dykes Auto Group v. Ford Motor Credit, filed in a Texas bankruptcy court in July 2018. Ford Motor Credit alleged vehicles already floored against its facility were moved between group dealerships and re-presented as fresh purchases to draw financing elsewhere, with $3.7m tied to 115 double-floored vehicles. Investigators found 147 of 150 reported sale dates falsified against independent Texas DMV records, and the fraud surfaced only through a surprise audit that ran that cross-check, not routine reporting. Fifteen former Reagor-Dykes employees pleaded guilty in the related federal case, and the group’s owner received a 14-year prison sentence for lying to a lender about the company’s finances.

The UK chassis-number case above shows the same instinct is not US-only. Both share one mechanism: the same asset, pledged more than once, works only until checked against a source the dealer does not control.

What ghost stock actually looks like

Ghost stock works by controlling perception, not just paperwork. US forensic accountants who investigate floorplan fraud describe a single trusted employee, often a controller, holding all four functions that would otherwise cross-check each other: reconciling lender statements, responding to audits, initiating payoffs and preparing financials. That control keeps an already-sold vehicle’s paperwork looking live, sometimes called dummy flooring. It is rarely caught through routine reporting, surfacing instead by coincidence: two lenders auditing at once, a payoff that never arrives, a bounced curtailment, often after the exposure has compounded for months or years.

The UK case above shows what this looks like on the ground: duplicate V5 logbooks, and buy-backs timed so a car already sold to a private buyer would still be physically present when the auditor arrived.

Why a scheduled physical audit misses both by design

Both patterns share the same structural weakness: a scheduled audit checks whether the person committing the fraud has correctly reported it, using data that person controls. Where that same concentration of functions sits with one employee, there is no internal step positioned to catch them, because that step is the one they run. That is the sharper problem beneath the audit-gap thesis in Funded Stock Visibility for Vehicle Finance Lenders: a periodic visit relying on internally generated figures cannot audit the person supplying them.

This is not unique to floorplan lending: in general financial-statement auditing, a far more resourced discipline, 57% of respondents surveyed by the Financial Times believe the audit system frequently fails to catch illegal acts. Floorplan audits carry the same ceiling with less resource, as a US lending consultancy put it: who has time to touch hundreds of cars, motorcycles and boats on every visit? What happens once that gap becomes an unrecoverable loss is covered in The Blind Spot Between Your Floorplan Audits.

What it looks like when this goes unchecked at scale

Left unchecked long enough, the same pledge-one-asset-to-multiple-lenders instinct can scale beyond a single dealer dispute. Tricolor Holdings, a US subprime auto lender, collapsed after raising over $1.9bn through asset-backed securities while, in the SEC’s own words, double-pledging “hundreds of millions of dollars” of the same auto loans as collateral to multiple warehouse lenders, leaving more than $945m in ABS principal outstanding at bankruptcy. That is from the SEC’s civil complaint against Tricolor’s former CEO, CFO and senior director of finance, filed 18 August 2026. Secondary reporting puts the shortfall more precisely at around $2.2bn pledged against roughly $1.4bn of eligible collateral, though that figure is not stated verbatim in the SEC’s release and should be read as reported, not confirmed.

The case is also criminal: the DOJ’s Southern District of New York unsealed a separate indictment against Tricolor’s founder and other executives on 17 December 2025. JPMorgan separately disclosed a $170m charge-off tied to the collapse in its Q3 2025 earnings, reported by Reuters on 14 October 2025, its chief executive calling it “not our finest moment”. Tricolor’s loans are a different asset class to funded floorplan stock, but the failure mode, one asset pledged twice and undetected until enormous, is identical.

Why UK data doesn’t show you the true size of this risk

Unlike Reagor-Dykes and Tricolor, there is no equivalent UK paper trail to point to. No UK body puts a number on either of these two patterns specifically. The Finance & Leasing Association, UK Finance and Action Fraud publish plenty on card fraud, application fraud and authorised push payment scams, but none separately quantifies double-funding or ghost stock within floorplan lending. UK Finance’s own 2025 fraud report, covering over £1bn stolen in 2024, has no floorplan or dealer-stock category at all. That is not a gap in this article’s research. It means a UK funder’s actual exposure to these two patterns cannot currently be benchmarked from any public data, and an unmeasured risk is exactly the kind that turns up as a write-off rather than a forecast.

How continuous digital visibility closes both gaps

The argument for moving from periodic sampling to continuous monitoring is not one Traknova makes alone: at least one other vendor in adjacent dealer-finance technology makes the same case, that risk in dealer financing typically emerges after a loan is disbursed, in the gap between a sale and its settlement, which a point-in-time audit structurally cannot see.

Traknova’s approach is real-time stock visibility built on digital tracking already present in many vehicles from 2016 onwards, so a funder can see whether a unit is still where it should be without waiting for the next scheduled visit, with no hardware to install. It will not replace a physical audit; it removes the coincidence both fraud types currently depend on for discovery. See what this exposure looks like against your own book with the funded stock audit calculator.

What to ask before you trust your current detection

Before any conversation with a new vendor, stress-test what your current process would actually catch. A UK firm that audits motor dealerships flags checks worth confirming are run consistently: stock unmoved for 90 days or more without adequate provision, stocking-finance discrepancies left uninvestigated, demonstrators not properly depreciated, and bonus accruals underperforming actual receipts.

Beyond that, ask what your detection relies on besides the scheduled visit: any real-time stock-presence check independent of the dealer’s own systems, whether dealer management data reconciles against your finance platform automatically, whether suspected cases are shared via the Cifas National Fraud Database, and whether anyone watches for behavioural signals like unusual cash remittance timing. If the honest answer is that you would only find out at the next audit, that is the exposure this article has described.

Frequently asked questions

What is double-funding in vehicle finance? Pledging or re-presenting a vehicle already financed by one lender to draw funding from a second lender against the same vehicle. In the most documented case, a US example, Reagor-Dykes v Ford Motor Credit, this was done by falsifying sale dates, caught when a surprise audit cross-checked them against an independent state registry.

What is ghost stock? Vehicles that appear on a dealer’s books and pass a physical audit without being genuinely available as unencumbered, funded stock, created through duplicate logbooks, timed buy-backs, or dummy flooring, where one person controls the functions that would otherwise flag it.

Why doesn’t a scheduled audit catch either one? Because it checks the same person’s own reporting. Both patterns usually surface by coincidence, not through the audit itself, often after months or years of compounding exposure.

Does UK data show how common this is? No UK body currently isolates double-funding or ghost stock as its own measured category, so exposure to either cannot be benchmarked from public data alone.

You now know what a scheduled audit structurally cannot catch. If you want to see what continuous, independent visibility of your funded stock would show that your current process cannot, book a 20-minute call.