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Commercial & Lending
Validating SBA lending models
A bank validated Small Business Administration (SBA) lending models on synthetic applications to prove accuracy and fairness before rollout.
SBA
model validation
The challenge
SBA lending carries strict eligibility and compliance rules; models must be proven accurate and fair before they touch real applicants.
How it ran on NayaOne
1
Synthetic SBA applications
Representative small-business applications generated for safe model testing.
2
Accuracy & fairness
Model decisions evaluated for precision and bias across segments.
3
Auditable evidence
Every run logged for governance and regulatory review.
Outcomes
Validated
model accuracy and fairness
Auditable
evidence for governance
0
real applicant data exposed