Systems and methods for selective use of risk models to predict financial risk
View Patent ↗A risk system that performs a risk assessment of a financial transaction to obtain a first risk score, and based on first risk score performs post-score assessments by selectively utilizing various scoring models and databases. The post-score process re-assesses some of the borderline risks in order to capture beneficial transactions that may fail standard risk assessments that use a cutoff risk score to divide the transactions into either authorized or declined groups.
1. A computer-implemented method for processing financial transactions comprising:
selecting, via a processor, a first scoring model from a plurality of scoring models for determining a first risk score for a financial transaction; and
determining based at least in part on the first risk score, whether to determine a second risk score with a second scoring model different from the first scoring model, and wherein the second scoring model is selected from the plurality of scoring models, via a processor, based at least in part on a post-score rule.
2. The method of claim 1 , wherein the financial transaction is a check transaction.
3. The method of claim 1 , wherein determining the first risk score comprises obtaining data associated with the financial transaction and evaluating the data.
4. The method of claim 3 , wherein obtaining the data comprises receiving a transaction authorization request from a merchant.
5. The method of claim 3 , wherein evaluating the transaction comprises invoking a first scoring model from a plurality of scoring models, wherein the first scoring model calculates the first risk score.
6. The method of claim 1 , wherein determining whether to determine the second risk score comprises evaluating the first risk score, wherein the second risk score is determined if the first risk score is lower than a predetermined first cutoff value, wherein the transaction is authorized otherwise.
7. The method of claim 6 further comprising:
determining the second risk score with the second scoring model; and
determining whether to authorize the transaction based at least in part on the second risk score.
8. The method of claim 7 , wherein determining the second risk score comprises invoking the second scoring model from a plurality of scoring models, wherein the second scoring model calculates the second risk score.
9. The method of claim 7 , wherein determining whether to authorize the transaction comprises evaluating the second risk score, wherein the transaction is authorized if the second risk score is higher than a predetermined second cutoff score.