Lessons from First Brands and Tricolor: How ABL Lenders Detect Collateral Fraud — and What a Rigorous Field Exam Looks Like in 2026

The two most instructive credit stories in the ABL industry right now are not deal wins. They are post-mortems. First Brands and Tricolor Holdings both collapsed under what now appear to be years of systematic collateral fraud — double-pledged loans, fictitious receivables, and off-balance-sheet financing that masked true leverage. Both passed through warehouse lenders, securitization trustees, and outside auditors for years. Both ended in bankruptcy with billions of dollars in mispriced exposure.

The lesson is not that ABL is broken. ABL is the most collateral-disciplined form of commercial credit there is. The lesson is that the discipline only works when it is actually executed — and that the borrowers who have nothing to hide should expect, and should welcome, the field examination and verification work that catches the borrowers who do.

I have spent fifty years inside that discipline. I wrote Asset Based Lending Disciplines — the first textbook on the field — and trained more than 5,000 examiners, lenders, and underwriters at GE Capital, JP Morgan Chase, Lloyds, and Barclays. The 2021 SFNet Hall of Fame induction and Lifetime Achievement Award recognized that body of work. I also founded Asset Based Lending Consultants (ABLC), which performs field examinations for many of the largest ABL lenders worldwide. What follows is the working view from inside that practice.

What Actually Happened: A Short Anatomy of Two Fraud Cases

Tricolor Holdings — Double-Pledged and Fictitious Subprime Auto Receivables

Tricolor was a subprime auto lender that funded itself through a combination of warehouse credit facilities and asset-backed securitizations. According to a federal indictment unsealed in January 2026 and a subsequent civil complaint filed by investors in May, Tricolor executives ran an alleged seven-year scheme that, in substance, did four things ([Cadwalader analysis](https://www.cadwalader.com/resources/clients-friends-memos/colorblind-investors-allege-tricolors-lenders-and-underwriters-ignored-persistent-red-flags), [Octus reporting](https://octus.com/resources/articles/tricolor-implosion-creates-first-of-its-kind-auto-loan-securitization-litigation-with-industrywide-implications/)):

• Double-pledged the same loans to multiple warehouse lenders and securitizations at the same time. A forensic analysis by the bankruptcy Trustee identified 31,408 double-pledged loans representing roughly $548 million of overstated value.
• Pledged fictitious loans to fictitious borrowers backed by fictitious vehicles. The same forensic analysis identified 6,960 entirely fictitious loans representing approximately $135 million of non-existent value.
• Manipulated loan data on borrowing base reports and offering memoranda to make ineligible loans appear eligible.
• Pledged inventory it no longer owned — vehicles already sold or already repossessed by other parties.

Together, the alleged scheme generated roughly $683 million of overstated collateral against $2.2 billion of supposed auto loan receivables — about 31% of the asserted collateral was fraudulent. Audits in 2022 and 2024 reportedly flagged internal-control weaknesses, accounts receivable aging discrepancies, and an inability to test for double-pledging. The 2024 audit was reportedly obstructed before it could complete that testing. Investors now allege that lenders and underwriters had access to the loan-level data that would have surfaced the fraud and chose not to act on it.

First Brands Group — Off-Balance-Sheet Factoring and Hidden Leverage

First Brands, an auto-parts maker, filed for Chapter 11 in late 2025. Lenders had believed leverage was near 5x EBITDA; subsequent disclosures indicated it was closer to 20x once off-balance-sheet obligations were counted. ABL and term-loan lenders, plus separate SPV lenders, asserted interests in the same collateral — apparent double-pledging. Investigations into the company's third-party factoring activity reportedly revealed fabricated and inflated invoices, and the same receivables sold to multiple factors ([A&O Shearman 2026 outlook](https://www.aoshearman.com/en/insights/global-restructuring-outlook/us-restructuring-2025-review-and-2026-outlook), [Covington analysis](https://www.cov.com/en/news-and-insights/insights/2026/01/bankruptcy-remote-structures-tested-in-first-brands-group-cases)).

The First Brands case is testing the limits of bankruptcy-remote SPV structures, the integrity of receivables securitization, and the practical effectiveness of intercreditor arrangements in a multi-tranche fraud scenario. It is also testing the proposition that diligence performed on the legal form of a structure can substitute for diligence performed on the underlying collateral.

How a Rigorous Field Exam Detects This Kind of Fraud

Neither case represents a failure of ABL discipline as a framework. Both represent failures in the execution of that discipline — at the borrower level, at the lender-monitoring level, and in some cases at the auditor and trustee level. A field examination performed correctly is specifically designed to catch the categories of fraud at issue.

1. Existence Testing on Receivables

The single most important test in any ABL field exam is existence verification of accounts receivable. Examiners pull a statistically meaningful sample of pledged invoices and confirm them — directly with the account debtor when possible, against shipping documents and proof of delivery when not. Fictitious invoices fail this test the first time it is run. The Tricolor allegations describe loans made to fictitious borrowers backed by fictitious vehicles; an existence test on a meaningful sample, run against independent records like state DMV registration and lender-side title custody, would surface that pattern.

The SFNet's recent field exam coverage emphasizes the same point: the test set is invoices, shipping documents, bills of lading, title custody, and customer contracts — not the borrower's own loan tape ([SFNet, The Secured Lender](https://www.sfnet.com/home/industry-data-publications/the-secured-lender/magazine/tsl-article-detail/field-exams-evolving-tools-unchanging-purpose)). Field examiners do not validate the borrower's data against itself. They validate against external evidence.

2. UCC Searches and Lien Perfection Verification

The double-pledging that defines both First Brands and Tricolor is, at its core, a UCC perfection problem. A UCC-1 financing statement filing gives notice of a security interest but does not, on its own, prove ownership of the underlying collateral. As one practitioner observed in the wake of the Tricolor case, the UCC filing is "a 'dibs' notice on a public bulletin board" — if the underlying loans were never validly sold to the pledgee, or the original chattel paper sits with another party, the filing alone will not save the later lender ([William Black, LinkedIn analysis](https://www.linkedin.com/pulse/anatomy-fraud-double-pledging-explained-wake-tricolor-william-black-e2cfe)).

A rigorous closing diligence run includes UCC searches in every jurisdiction where the borrower or its predecessors have ever been organized, against every prior name, and against every subsidiary. A rigorous ongoing monitoring program re-runs those searches at every renewal and at any covenant-default event. If the borrower has factored receivables outside the ABL facility, the factor's UCC filings will appear — and the lender will know to investigate before the next advance. Both First Brands and Tricolor allegedly avoided that detection in part by routing certain transactions through entities whose UCC filings the lenders' diligence did not capture.

3. Cash Application and AR Roll-Forward Testing

A clean AR roll-forward — beginning AR plus billings minus collections minus credits equals ending AR — is the single best diagnostic for receivables fraud. If the borrower's AR aging cannot be reconciled to bank deposits over the test period, something is wrong. The Tricolor allegations include a specific finding from the 2024 audit that "a material portion of the customer loan repayments were posted to the bank accounts for the wrong loan facilities" and that "recorded loan repayments were unable to be reconciled with Tricolor's bank records." That is exactly the pattern a competent AR roll-forward catches.

The borrower-side preparation we recommend for this test is detailed in our first field exam playbook and our broader field exam findings article. Borrowers with clean operations welcome the test because it confirms the integrity of their borrowing base. Borrowers running schemes resist it.

4. Inventory Existence and Title Verification

Pledging inventory the borrower no longer owns — the fourth category in the Tricolor allegations — is detected by physical inventory counts, third-party warehouse acknowledgments, and title-chain verification. For inventory at third-party logistics providers or in transit, a written warehouse acknowledgment confirming the lender's first-priority interest is non-negotiable. For titled goods like vehicles, examiners verify the chain of title in the relevant state DMV records. The ecommerce/3PL article covers the warehouse acknowledgment mechanics in more depth.

5. Borrowing Base Certificate Reconciliation

The borrowing base certificate is the document the borrower submits each reporting period to claim availability. A rigorous lender does not accept it on the borrower's representation. The field examiner reconciles the certificate to source data — AR aging report, inventory perpetual, deduction schedules — and tests the eligibility filters. We covered the line-by-line review in our borrowing base certificate reading article. Lenders that automate this reconciliation with software, paired with periodic on-site examination by independent examiners, build the most resilient monitoring system.

6. Off-Balance-Sheet and Off-Borrowing-Base Activity Detection

First Brands' alleged off-balance-sheet leverage is a different category of finding. It is not directly a collateral-existence problem; it is a borrower-disclosure problem that distorts the lender's view of the credit. Field exams pick up off-balance-sheet activity in three ways: by reviewing bank statements for unexplained inflows that suggest non-disclosed factoring or financing; by reviewing AR aging for accounts that appear, disappear, and reappear in patterns consistent with sold-then-repurchased receivables; and by comparing the borrower's financial statements to the underlying GL and supporting schedules for evidence of obligations recorded as something other than debt. These are not glamorous procedures, but they are the procedures that catch the pattern.

What Borrowers Should Expect — and Should Want

If you are a borrower with clean operations, a rigorous field exam is your friend. It validates your borrowing base, it gives your lender confidence to maintain or expand availability, and it removes the risk of an adverse surprise at renewal. Borrowers should expect:

• An initial exam within 30 to 60 days of closing on a new facility, with full scope: AR existence and roll-forward, inventory count and valuation, AP and accrued liability review, payroll tax compliance, internal controls assessment, and borrowing base certificate reconciliation. Plan for 5 to 10 examiner days on-site for a mid-market deal, more for larger or multi-location borrowers.
• Recurring exams at the frequency the loan documents require — typically annual for stable borrowers, semi-annual for deteriorating credits, and quarterly or more for borrowers near covenant triggers. Borrowers with springing cash dominion or springing covenants should expect intensified examination cadence if a trigger event occurs (see our cash dominion article).
• Targeted exams in response to events: covenant breach, large concentration shift, change of auditor, change of control, material adverse change.
• A direct, professional examiner relationship. Examiners are not the borrower's adversary. They are independent third parties whose only job is to give the lender an accurate read on the collateral. Borrowers who treat the examiner as a partner — preparing the data in advance, designating a single point of contact, responding to requests promptly — get faster exits and cleaner reports.

What Lenders Are Doing Differently After First Brands and Tricolor

The market response is already visible. Major ABL groups are tightening four areas:

• Pre-close collateral diligence. Deeper UCC searches across more jurisdictions, more aggressive interviews with the borrower's third-party factors and other secured creditors, and direct verification of major receivable balances before funding. We covered the diligence document scope in our borrower document request list.
• Tighter eligibility definitions. Narrower eligibility for unbilled AR, more aggressive cross-aging treatment, lower advance rates on harder-to-verify asset classes. Our eligibility article covers the standard framework that is now being tightened in many credit agreements.
• More frequent field exams. Annual is becoming semi-annual on borderline credits. Surprise exams in response to data anomalies, especially around quarter-end and year-end reporting cycles.
• Independent verification on securitized or SPV-structured assets. The First Brands case is forcing a re-examination of bankruptcy-remote structures and the assumption that legal-form diligence substitutes for substantive collateral diligence. Lenders are increasingly insisting on direct, independent verification of underlying receivables even when an SPV structure sits between them and the borrower.

The Financial Stability Board's May 2026 Report on Vulnerabilities in Private Credit reinforces the direction: regulators globally are pushing for stronger verification and disclosure across collateral-backed and private credit structures. Borrowers should expect more verification, not less, for the foreseeable future.

Where Don Clarke Enterprises Helps

We are an independent advisory and loan placement consulting firm. We do not lend, fund, broker, originate, or guarantee facilities. Final credit, underwriting, and funding decisions are always made by the lender. What we do is help borrowers prepare for the level of scrutiny the current ABL market is demanding:

• Pre-placement diagnostics that surface borrowing-base and eligibility issues before any lender sees the deal.
• Lender-format credit memoranda that present the collateral and cash conversion cycle with the rigor credit committees now expect.
• Borrower-side field exam preparation — data room organization, AR roll-forward reconciliation, inventory record cleanup, perpetual-to-physical reconciliation — so the exam runs as a confirmation rather than a discovery process.
• Introductions to the right lenders for the borrower's size, sector, and asset profile. We do not solicit lenders in the brokerage sense and we do not receive transaction-based compensation from lenders.

The parallel work I lead at ABLC — the field examination service that performs collateral verification for many of the largest ABL lenders — gives us a continuous, current view of what examiners are finding, what they are flagging, and what is causing the most disputes at term-sheet stage. That information feeds directly into our borrower-side advisory work.

For our full positioning and the regulatory categories we do not occupy, see our services and process pages.

The Honest Borrower's Takeaway

If your books are clean, the post-First Brands, post-Tricolor ABL environment is good for you. Lenders will scrutinize harder, but they will also pay attention to borrowers who can demonstrate strong internal controls, clean borrowing-base reconciliation, and a willingness to engage substantively with the field exam process. The borrowers who will struggle are those who treated the field exam as a check-the-box requirement and the borrowing base certificate as a self-assessment. That posture was always weak; it is now untenable.

If you are preparing for a new facility, a renewal, or a borrowing-base review and want a realistic read on what a current-market field exam will surface in your operation, we will run a pre-placement diagnostic and tell you straight.