Applicant risk scoring
Make informed decisions based on multiple factors and their weight.
Applicant risk scoring assesses applicants and their activity in real-time based on the applicant events (transactions, sign-up, login, and so on) received via the API. Each event is screened through multiple factors, each weighted differently depending on its importance to a specific company.
Such a flexible approach allows for the creation of customizable risk profiles, adapting dynamically to user-specific criteria and guaranteeing accurate and timely risk assessment.
The multi-factor risk score shows how likely a user is to engage in suspicious or fraudulent behavior. It might be calculated based on multiple factors, signals received from any of the Sumsub features or datapoints provided by the customer, such as:
- Onboarding score performed by pre-checks (email, phone, social data)
- Applicant factors such as location, age, name
- Payment method check results
- Number of payment accounts used
- Usage of untrusted and risky devices
- Source of Income based on questionnaire (SoI/SoF)
- Transaction risk score
- Shareholders data for companies
- and more
The score helps companies decide whether to investigate their users further, apply additional checks, or reject them.
You can use the risk factors to create a custom risk matrix and categorize the detected risks as low, medium, or high to help companies prioritize them.
How applicant risk scoring works
Ongoing risk assessment utilizes risk factors represented by scoring transaction tags. You can manage tags to customise risk assesment:
- Create a tag for any risk factor related to your applicants.
- Specify the weight for it.
- Decide whether to include it in the total score.
- View the rules it was used in. Adding tags to the rules allows Sumsub to summarize their weights and produce the final risk score associated with an applicant as a separate output tag.
- Add dependant tags.
- Edit and remove tags from applicant scoring.
Note
The transaction tags differ from the applicant tags as they are associated particularly with transactions versus that of applicant tags, which are always associated with your applicants. The applicant tags can be set up on the Tags page in the Dashboard.
The table below shows tag examples that you can use to express risk factors:
|
Sample factor |
Description |
|---|---|
|
Onboarding score |
Onboarding behavior signals. |
|
Geo factor |
IP-based applicant residence detection results. |
|
Payment risk factor |
|
|
Device |
Device factor. |
|
SoI |
Source of income. |
|
Txn risk |
Transactional factor. |
Set up applicant risk scoring
To allow Sumsub to calculate the risk score, you need to enable it for a specific level. If you have never used dynamic risk scoring before, contact your dedicated Customer Success Manager at [email protected].
Step 1: Enable applicant risk scoring
To set up applicant risk scoring:
- In the Dashboard, go to the Verification levels section and open the level of your interest.
- Navigate to Configurations and open Advanced settings.
- Check the Calculate applicant score box.
Step 2: Create tags
You can create a new tag from the Applicant risk scoring page by clicking Add tag and selecting Create new tag option.
Alternatively, you can do it directly on the Tags page and then add new tags on the Applicant risk scoring page.
After you open Tags page, perform the following:
- Сlick Add tag.
- Enter the tag name and choose the bar color.
- Save your changes.
Step 3: Set up applicant scoring
After enabling this feature, configure its settings:
- In the Dashboard, go to the Transactions and travel rule section and open Settings.
- In the Applicant risk scoring, select tags by clicking Add tag .
- Configure weight of each tag.
- If needed, add dependant tag to it. To do so, click on the tag icon and select an additional tag.
Step 4: Add tags to rules
To add a tag to a rule:
- Create a rule and set up its condition.
- In the rule actions, navigate to Add tags to the transaction and add the necessary scoring tag to the rule.
- Set up the score for each rule, which will be taken into the calculation of each risk factor.
Review applicant risk scoring results
You can view Total Score in the overview on the applicant page. Alternatively, navigate to the Transactions section of the applicant profile and check the Assessment block.
Each time the rule containing the scoring tag is triggered, the total risk score in the applicant profile is updated as per the most recent transaction.
Updated about 6 hours ago