Industry · transportation
Underwriting MCAs in Transportation & logistics
Transportation and logistics merchants commonly use freight factoring, producing a deposit pattern where regular factor-company deposits are normal financing flows rather than the loan-stacking signature they would represent in other segments.
Key takeaways
- Freight factoring is a structural part of trucking finance.
- Factor deposits look superficially like lender deposits.
- Industry tuning is essential to avoid false stacking flags.
- Fuel surcharge cycling is common.
- Owner-operator structures mix personal and business flows.
How underwriting differs
Trucking and freight businesses commonly factor receivables — selling invoices to a factor company in exchange for upfront cash. The resulting factor-company deposits look on the surface like lender deposits, and would trigger stacking flags in any other segment.
Industry tuning recognizes that factor deposits are normal for transportation and adjusts the loan-stacking sensitivity accordingly. Real stacking signals — multiple distinct funder entities arriving in unusual concentration — still trigger the flag.
Common deposit signatures
| Type | Pattern |
|---|---|
| Factor company payments | Regular deposits from factoring entities (Triumph, RTS, Apex, OTR) reflecting purchased invoices. |
| Direct broker payments | Larger, less frequent payments from freight brokers. |
| Fuel card refunds | Periodic returns from fuel cards on rebate or chargeback. |
| Owner-operator settlements | Mixed personal and business flows on smaller operators. |
Common fraud patterns to watch
Stacking disguised as factoring
Multiple non-factor lender deposits described to resemble factor company entries.
Phantom freight broker payments
Deposits with broker-style descriptions from counterparties not present in the operating history.
Fuel surcharge inflation
Cycling through fuel cards to inflate apparent operating activity.
What underwriters watch for
- Do factor deposits resolve to recognized factoring companies?
- Are broker payment patterns consistent over time?
- Is owner-operator personal mixing within typical bounds?
- Are non-factor lender deposits present in unusual concentration?
How Vyaso handles transportation & logistics
Vyaso applies industry-specific tuning that recognizes freight factoring as a normal flow for transportation. Real stacking — multiple distinct funder entities in concentrated arrival — still surfaces. False positives from normal factoring are suppressed.