Tricolor's warehouse lenders had every standard structural protection: advance rates of 60-80%, special-purpose entities, guarantees. Fifth Third took a roughly $200 million impairment and JPMorgan a $170 million charge-off anyway, because the protections were all computed against a borrowing-base certificate the borrower invented, loans pledged to multiple banks at once, loans already sold into securitizations, loans that never existed, delinquent paper dressed up as eligible.
The market's answer so far has been to reprice everything: reported probability-of-default on BHPH facilities rose nearly 150% in one quarter after the collapse. That protects no one and costs margin on every clean credit in the sector. This brief examines the narrower answer the public record points toward, independent monthly recomputation of each borrower's certificate from its loan tape, and asks what that verification would actually have to look like for the certificate to stop being taken on trust.
Nothing in the Tricolor structure was lazy. The advance rates were conservative. The SPEs were in place. The guarantees were signed. Post-mortems have not found a covenant that should have been tighter, what they found is that every protection in an ABL facility is arithmetic performed on a self-reported number, and the number was fiction. Roughly $2.2 billion pledged against $1.4 billion that existed. A 70% advance rate against a fabricated collateral figure is still fabricated.
The scheme was also not exotic. Double-pledging across warehouse lines, continuing to pledge loans after selling them into securitizations, and re-aging delinquent paper into eligibility are all things that a recomputation from the loan tape is positioned to catch, not because any single tape proves the loans exist, but because fabrication leaves arithmetic seams: balances that don't roll, aging that doesn't match payment history, populations that shift in ways originations can't explain.
Standard practice on an ABL facility is a field exam roughly annually, more often for new or troubled credits, with perhaps a quarterly desk review between. The exam samples a pool, tests it, and moves on. Meanwhile the borrower files a certificate every month, and every month's advance is computed from it. Between exams, the certificate is taken on trust; the exam itself sees one month out of twelve, months after the fact.
The post-Tricolor response, re-rating the whole sector, is what a portfolio does when it cannot measure borrower by borrower. It is expensive in both directions: spread is given back on clean credits that deserve better terms, and the next fabricated tape is not caught, because sector-level repricing does not read anyone's collateral. The gap is not a pricing problem. It is a measurement problem wearing a pricing costume.
| Layer | Cadence | What it actually verifies |
|---|---|---|
| Borrowing-base certificate | Monthly | Nothing, it is the borrower's own statement |
| Desk review | Quarterly, if that | Internal consistency of the documents as filed |
| Field exam | ~Annual | A sampled pool, one point in time, in arrears |
| Independent recomputation · emerging | Monthly | Certificate vs. loan tape, every filing, variance traced to cause |
The verification the market is converging toward after Tricolor is not a new covenant. It is independent recomputation of the certificate itself. Two inputs per borrower per month: the certificate as filed, and the loan-level tape underneath it, a standard CSV export that every mainstream BHPH DMS (Verifacto, DealerCenter, Frazer, Wayne Reaves, DealerClick) already produces. Eligible collateral is recomputed under the facility's own eligibility rules, delinquency thresholds, charge-off exclusions, ineligible collateral types, concentration limits, and reconciled against the reported number, with every variance quantified and traced to a cause.
Most months, on most borrowers, a recomputation confirms the certificate, which is itself the information: it is what lets a clean credit be measured as a clean credit. The month it stops confirming, the facility has a named cause and a current tape, not a year-old sample. That is the entire difference between a variance and a headline.
| Cause | What it looks like on the tape | What it usually means |
|---|---|---|
| Reconciliation imbalanceMechanical | Beginning balance plus originations, minus collections and charge-offs, does not roll to the ending balance. | Process error at best; at worst, balances that exist only on the certificate. |
| Dealer attributionStructural | Loans attributed to the wrong lot or related entity, moving collateral between books. | Often benign in a multi-entity group, and the exact seam double-pledging hides in. |
| Layout mismatchMechanical | The DMS export's rows or columns shift between cycles, silently changing what gets counted. | Pure data hygiene, but it moves reported eligibility without anyone deciding anything. |
| Undocumented metricData | A figure on the certificate with no derivable source anywhere in the tape. | The strongest flag in the Tricolor record: reported numbers no data supported. |
| Aging misclassificationSubstantive | Delinquency buckets inconsistent with the payment history underneath them. | Re-aging, the standard route by which ineligible paper stays eligible. |
| Eligibility disagreementSubstantive | Certificate and recomputation apply the facility's rules differently to the same loan. | A genuine interpretive difference, the one class that is an argument, not an error. |