Industry · healthcare
Underwriting MCAs in Healthcare & medical
Healthcare and medical merchants receive concentrated payments from a small set of insurance payers and government programs, producing a deposit pattern where high concentration is normal rather than a risk signal.
Key takeaways
- Payer concentration (Medicare, Medicaid, BCBS, Aetna) is normal, not concentration risk.
- Reimbursement timing is irregular by design.
- ERA / EOB references in descriptions are revenue indicators.
- Patient pay deposits are smaller and more numerous.
- Practice-management software signatures are common.
How underwriting differs
A primary care practice may receive 60% of revenue from three payers. In any other industry that would be concentration risk; in healthcare it is structural. Standard concentration metrics produce false flags here.
Payer reimbursement timing is irregular — claims process at different speeds, denials are reworked, payment lags vary by payer. Revenue lumpiness is real but not manipulation.
ERA (Electronic Remittance Advice) references in transaction descriptions are strong revenue indicators specific to the segment.
Common deposit signatures
| Type | Pattern |
|---|---|
| Payer reimbursements | Deposits from named payers (Medicare, Medicaid, Aetna, Cigna, BCBS, UnitedHealthcare) with claim references. |
| ERA payments | Electronic remittance advice deposits, often batched per payer. |
| Patient pay | Smaller, more frequent deposits from individual patients, often via card processors. |
| Capitation payments | Periodic fixed payments per enrolled member, common in primary care. |
Common fraud patterns to watch
Self-pay surge before application
A surge of unusually large self-pay deposits before a loan application that does not match historical patterns.
Phantom payer deposits
Deposits described with payer names but originating from non-payer counterparties.
Practice account kiting
Self-transfers between provider accounts and practice accounts that double-count revenue.
What underwriters watch for
- Do payer deposits resolve to known insurance entities?
- Is the patient-pay ratio consistent with the practice type?
- Are ERA references present at expected frequency?
- Is there a self-pay surge near the application date?
How Vyaso handles healthcare & medical
Vyaso recognizes healthcare-specific revenue patterns. Concentration thresholds acknowledge payer concentration as structural. ERA and payer-name signals contribute positively to revenue confidence.