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Risk Scoring
The Financial Action Task Force (FATF) recommends a risk-based approach as an effective way to combat money laundering and terrorist financing. By adopting a risk-based approach, companies should be able to ensure that measures to prevent or mitigate money laundering and terrorist financing are commensurate with the risks identified, and would enable them to make decisions on how to allocate their own resources in the most effective way. As such, you should customize the risk assessment framework according to your Internal Policies, Procedures and Controls (IPPC) or compliance policy and not rely on the default settings.
The values for the variables selected are taken from your cases and its corresponding transactions.
Retrieve Risk Models
Retrieve all risk models
Request:
curl -X 'GET' \
'https://api.onehypernet.com/v1/rba/risk-models' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}'
JSON Response:
{
"data": [
{
"risk_model_id": "df2c5481-abac-460d-96cd-900f476907e8",
"case_type": "corporate",
"active": true,
"variables_count": 46,
"created_at": "2025-05-14T06:46:09.622Z",
"created_user": {
"id": "ea553e66-8c77-4d97-8b5c-970a9992e1a1",
"email": "admin@silvermoneytransfer.com",
"full_name": "Andy Lim"
}
},
{
"risk_model_id": "7a3ffdf1-8d2c-41ef-837b-2348a155dc81",
"case_type": "individual",
"active": true,
"variables_count": 55,
"created_at": "2025-05-05T03:14:06.508Z",
"created_user": {
"id": "ea553e66-8c77-4d97-8b5c-970a9992e1a1",
"email": "admin@silvermoneytransfer.com",
"full_name": "Andy Lim"
}
}
],
"metadata": {
"total": 2
}
}
GET /rba/risk-models
This endpoint retrieves all the risk models.
Query Parameters
You can filter via these query parameters.
| Parameter | Type | Description |
|---|---|---|
| case_type | String | Individual or Corporate |
| active | Boolean | true or false |
| limit | Integer | Number of results for pagination |
Retrieve a single risk model
Request:
curl -X 'GET' \
'https://api.onehypernet.com/v1/rba/risk-models-settings?risk_model_id={risk_model_id}' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}'
GET /rba/risk-models-settings?risk_model_id={risk_model_id}
This endpoint retrieves the full details of a single risk model.
Create Risk Model
Create risk model of individual
Request:
curl -X 'POST' \
'https://api.onehypernet.com/v1/rba/risk-models?caseType=Individual' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}' \
-H 'Content-Type: application/json' \
POST /rba/risk-model?caseType=Individual
This endpoint expects a complete list of risk variables with their assigned weights, scores, and activation flags. Due to the complexity and length of the payload, users are advised to first retrieve the full editable model.
GET /rba/risk-models-settings?risk_model_id={risk_model_id}
Post Parameters
Total weight must be exactly equal to 1.
| Variable Type | Variable Name | Reference |
|---|---|---|
| Geographical Risk | Nationality | Default Country Index |
| Geographical Risk | Country of Birth | Default Country Index |
| Geographical Risk | Country of Residence | Default Country Index |
| Geographical Risk | ID Issuing Country | Default Country Index |
| Geographical Risk | Nationality | Corruption Perceptions Index (CPI) |
| Geographical Risk | Country of Birth | Corruption Perceptions Index (CPI) |
| Geographical Risk | Country of Residence | Corruption Perceptions Index (CPI) |
| Geographical Risk | ID Issuing Country | Corruption Perceptions Index (CPI) |
| Geographical Risk | Nationality | FATF Synthetic Index |
| Geographical Risk | Country of Birth | FATF Synthetic Index |
| Geographical Risk | Country of Residence | FATF Synthetic Index |
| Geographical Risk | ID Issuing Country | FATF Synthetic Index |
| Geographical Risk | Nationality | Financial Secrecy Index (FSI) |
| Geographical Risk | Country of Birth | Financial Secrecy Index (FSI) |
| Geographical Risk | Country of Residence | Financial Secrecy Index (FSI) |
| Geographical Risk | ID Issuing Country | Financial Secrecy Index (FSI) |
| Geographical Risk | Nationality | Basel Institute on Governance Anti-Money Laundering Index |
| Geographical Risk | Country of Birth | Basel Institute on Governance Anti-Money Laundering Index |
| Geographical Risk | Country of Residence | Basel Institute on Governance Anti-Money Laundering Index |
| Geographical Risk | ID Issuing Country | Basel Institute on Governance Anti-Money Laundering Index |
| Client Risk | Industry | Industry Index |
| Client Risk | Occupation | Occupation Index |
| Client Risk | Duration as Client | Client Risk Index |
| Client Risk | New Client | Client Risk Index |
| Client Risk | ID Expiry | Client Risk Index |
| Client Risk | ID Uploaded | Client Risk Index |
| Client Risk | ID Type | Client Risk Index |
| Client Risk | Networth | Client Risk Index |
| Operational Risk | Onboarding Mode | Operational Risk Index |
| Operational Risk | Source of Wealth | Operational Risk Index |
| Operational Risk | Product Complexity | Product Complexity |
| Client Risk | Related Entities | Cases |
| Transactional Risk | Transaction Mode | Transaction Risk Index |
| Transactional Risk | Payment Mode | Transaction Risk Index |
| Transactional Risk | Source of Funds | Transaction Risk Index |
| Transactional Risk | Purpose of Transaction | Transaction Risk Index |
| Transactional Risk | Beneficial Owner | Transaction Risk Index |
| Transactional Risk | Currency | Currency Index |
| Transactional Risk | Behaviour | Transaction Risk Index |
| Transactional Risk | Average Transaction Amount | Transaction Risk Index |
| Transactional Risk | Monthly Transaction Volume | Transaction Risk Index |
| Transactional Risk | Monthly Transaction Frequency | Transaction Risk Index |
| Screening Risk | Adverse Media | Screening Index |
| Screening Risk | Enforcement | Screening Index |
| Screening Risk | Primary PEP | Screening Index |
| Screening Risk | Secondary PEP | Screening Index |
| Screening Risk | Sanctions | Screening Index |
| Screening Risk | SOE | Screening Index |
| Screening Risk | Associated Entity | Screening Index |
| Screening Risk | Ownership or Control | Screening Index |
| Screening Risk | SWIFT BIC Entity | Screening Index |
| Screening Risk | FATCA Reg Inst | Screening Index |
| Screening Risk | IHS OFAC Vessels | Screening Index |
| Screening Risk | IHS Reg Vessels | Screening Index |
| Screening Risk | Marijuana Reg Bus | Screening Index |
| Screening Risk | UAE MSB | Screening Index |
| Screening Risk | US MSB | Screening Index |
Create risk model of corporate
Request:
curl -X 'POST' \
'https://api.onehypernet.com/v1/rba/risk-models?caseType=Corporate' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}' \
-H 'Content-Type: application/json' \
POST /rba/risk-model?caseType=Corporate
This endpoint expects a complete list of risk variables with their assigned weights, scores, and activation flags. Due to the complexity and length of the payload, users are advised to first retrieve the full editable model.
GET /rba/risk-models-settings?risk_model_id={risk_model_id}
Post Parameters
Total weight must be exactly equal to 1.
| Type | Name | Reference |
|---|---|---|
| Geographical Risk | Country of Incorporation | Corruption Perceptions Index (CPI) |
| Geographical Risk | Operating Country | Corruption Perceptions Index (CPI) |
| Geographical Risk | Country of Incorporation | FATF Index |
| Geographical Risk | Operating Country | FATF Index |
| Geographical Risk | Country of Incorporation | Financial Secrecy Index (FSI) |
| Geographical Risk | Operating Country | Financial Secrecy Index (FSI) |
| Geographical Risk | Country of Incorporation | Basel Institute on Governance Anti-Money Laundering Index |
| Geographical Risk | Operating Country | Basel Institute on Governance Anti-Money Laundering Index |
| Client Risk | Entity Type | Client Risk Index |
| Client Risk | Industry | Industry Index |
| Client Risk | Secondary Activity | Industry Index |
| Client Risk | Duration as Client | Client Risk Index |
| Client Risk | Duration of Incorporation | Client Risk Index |
| Client Risk | Beneficial owner | Client Risk Index |
| Client Risk | New Client | Client Risk Index |
| Client Risk | Layers of Ownership | Client Risk Index |
| Client Risk | Nominee Directors | Client Risk Index |
| Client Risk | Staff Strength | Client Risk Index |
| Client Risk | Location | Client Risk Index |
| Client Risk | Related Entities | Cases |
| Operational Risk | Onboarding Mode | Operational Risk Index |
| Operational Risk | Source of Wealth | Operational Risk Index |
| Operational Risk | Product Complexity | Product Complexity |
| Transactional Risk | Transaction Mode | Transaction Risk Index |
| Transactional Risk | Payment Mode | Transaction Risk Index |
| Transactional Risk | Source of Funds | Transaction Risk Index |
| Transactional Risk | Purpose of Transaction | Transaction Risk Index |
| Transactional Risk | Beneficial Owner | Transaction Risk Index |
| Transactional Risk | Currency | Currency Index |
| Transactional Risk | Behaviour | Transaction Risk Index |
| Transactional Risk | Average Transaction Amount | Transaction Risk Index |
| Transactional Risk | Monthly Transaction Volume | Transaction Risk Index |
| Transactional Risk | Monthly Transaction Frequency | Transaction Risk Index |
| Screening Risk | Adverse Media | Screening Index |
| Screening Risk | Enforcement | Screening Index |
| Screening Risk | Primary PEP | Screening Index |
| Screening Risk | Secondary PEP | Screening Index |
| Screening Risk | Sanctions | Screening Index |
| Screening Risk | SOE | Screening Index |
| Screening Risk | Associated Entity | Screening Index |
| Screening Risk | Ownership or Control | Screening Index |
| Screening Risk | SWIFT BIC Entity | Screening Index |
| Screening Risk | FATCA Reg Inst | Screening Index |
| Screening Risk | IHS OFAC Vessels | Screening Index |
| Screening Risk | IHS Reg Vessels | Screening Index |
| Screening Risk | Marijuana Reg Bus | Screening Index |
| Screening Risk | UAE MSB | Screening Index |
| Screening Risk | US MSB | Screening Index |
Risk Score and Summary
Retrieve risk score
Request:
curl -X 'GET' \
'https://api.onehypernet.com/v1/rba/case/{case_id}' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}'
JSON Response:
{
"variables": [
{
"variableType": "Country Risk",
"variableName": "Nationality",
"reference": "FATF Synthetic Index",
"value": "WSM",
"computedScore": 68.8,
"adjustedScore": 68.8,
"override": null,
"justification": "",
"contribution": 0.42653440793552383
},
{
"variableType": "Country Risk",
"variableName": "Country of Residence",
"reference": "FATF Synthetic Index",
"value": null,
"computedScore": null,
"adjustedScore": null,
"override": null,
"justification": "",
"contribution": null
},
{
"variableType": "Client Risk",
"variableName": "Beneficial owner",
"reference": "Binary Index",
"value": "yes",
"computedScore": 0,
"adjustedScore": 0,
"override": null,
"justification": "",
"contribution": 0
},
{
"variableType": "Client Risk",
"variableName": "New customer",
"reference": "Binary Index",
"value": "yes",
"computedScore": 100,
"adjustedScore": 100,
"override": null,
"justification": "",
"contribution": 0.15499070055796652
},
{
"variableType": "Client Risk",
"variableName": "ID type",
"reference": "Synthetic Index",
"value": "NRIC (pink)",
"computedScore": 0,
"adjustedScore": 0,
"override": null,
"justification": "",
"contribution": 0
},
{
"variableType": "Transactional Risk",
"variableName": "Transaction mode",
"reference": "Synthetic Index",
"value": "In person",
"computedScore": 0,
"adjustedScore": 0,
"override": null,
"justification": "",
"contribution": 0
},
{
"variableType": "Transactional Risk",
"variableName": "Purpose of transaction",
"reference": "Synthetic Index",
"value": "Gambling",
"computedScore": 90,
"adjustedScore": 90,
"override": null,
"justification": "",
"contribution": 0.13949163050216987
},
{
"variableType": "Transactional Risk",
"variableName": "Behaviour",
"reference": "Synthetic Index",
"value": "Shy",
"computedScore": 40,
"adjustedScore": 40,
"override": null,
"justification": "",
"contribution": 0.2479851208927464
},
{
"variableType": "Transactional Risk",
"variableName": "Remarks",
"reference": "OpenAI",
"value": "Rare item",
"computedScore": 20,
"adjustedScore": 20,
"override": null,
"justification": "",
"contribution": 0.0309981401115933
},
{
"variableType": "Screening Risk",
"variableName": "Adverse Media",
"reference": "Screening Synthetic Index",
"value": "unresolved",
"computedScore": 0,
"adjustedScore": 0,
"override": null,
"justification": "",
"contribution": 0
},
{
"variableType": "Screening Risk",
"variableName": "Enforcement",
"reference": "Screening Synthetic Index",
"value": null,
"computedScore": null,
"adjustedScore": null,
"override": null,
"justification": "",
"contribution": null
},
{
"variableType": "Screening Risk",
"variableName": "Sanctions",
"reference": "Screening Synthetic Index",
"value": null,
"computedScore": null,
"adjustedScore": null,
"override": null,
"justification": "",
"contribution": null
},
{
"variableType": "Screening Risk",
"variableName": "Primary PEP",
"reference": "Screening Synthetic Index",
"value": "positive",
"computedScore": 70,
"adjustedScore": 70,
"override": "High",
"justification": "",
"contribution": 0
},
{
"variableType": "Screening Risk",
"variableName": "Secondary PEP",
"reference": "Screening Synthetic Index",
"value": null,
"computedScore": null,
"adjustedScore": null,
"override": null,
"justification": "",
"contribution": null
}
],
"summary": {
"adjustedScore": 40.325,
"adjustedRisk": "High",
"computedScore": 40.325,
"computedRisk": "High"
},
"risk_model_id": "876skf28-26a7-4075-a30d-e26be7c7d193"
}
GET /rba/case/{case_id}
This endpoint retrieves the risk score of the case.
Adjust score of a variable
curl -X 'POST' \
'https://api.onehypernet.com/v1/rba/case/{case_id}' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}' \
-H 'Content-Type: application/json' \
-d '{
"variableType": "Country Risk",
"variableName": "Nationality",
"reference": "FATF Synthetic Index",
"adjustedScore": 10,
"justification": "same operating country"
}'
POST /rba/case/{case_id}
This endpoint adjusts the score of the risk variable.
Retrieve risk score archive
curl -X 'GET' \
'https://api.onehypernet.com/v1/rba/case/{case_id}/risk-score-archive' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}' \
JSON Response:
{
"data": [
{
"risk_score_id": "80e2e2bf-aafe-4f7c-baec-bb10ebc9a2cf",
"risk_model_id": "876dcf28-26a7-4075-a30d-e26be7c7d193",
"adjusted_score": 31,
"adjusted_risk": "Medium",
"computed_score": 31,
"computed_risk": "Medium",
"created_at": "2025-05-31T02:30:37.076Z"
},
{
"risk_score_id": "05b137fb-20f6-470e-8201-725ff08e23d5",
"risk_model_id": "876dcf28-26a7-4075-a30d-e26be7c7d193",
"adjusted_score": 27,
"adjusted_risk": "Medium",
"computed_score": 27,
"computed_risk": "Medium",
"created_at": "2025-05-31T02:30:00.271Z"
}
],
"total": 2
}
GET /rba/case/{case_id}/risk-score-archive
This endpoint retrieves the risk score archive of a case.
Retrieve a specific risk score archive
curl -X 'GET' \
'https://api.onehypernet.com/v1/rba/risk-score-archive/{risk_score_id}' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}' \
JSON Response:
{
"risk_score_id": "80e2e2bf-aafe-4f7c-baec-bb10ebc9a2cf",
"case_id": "8b75b31f-9559-4b13-889d-1d454b339159",
"risk_model_id": "876dcf28-26a7-4075-a30d-e26be7c7d193",
"adjusted_score": 31,
"adjusted_risk": "Medium",
"computed_score": 31,
"computed_risk": "Medium",
"breakdown": [
{
"value": "Default Score",
"override": null,
"reference": "Default Country Index",
"contribution": 0.2603415559772296,
"variableName": "Nationality",
"variableType": "Geographical Risk",
"adjustedScore": 70,
"computedScore": 70
},
{
"value": "Default Score",
"override": null,
"reference": "Occupation Index",
"contribution": 0.13946869070208728,
"variableName": "Occupation",
"variableType": "Client Risk",
"adjustedScore": 50,
"computedScore": 50
},
{
"value": "31-May-2025",
"override": null,
"reference": "Client Risk Index",
"contribution": null,
"variableName": "Duration as Client",
"variableType": "Client Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": "Yes",
"override": "",
"reference": "Client Risk Index",
"contribution": 0.27893738140417457,
"variableName": "New Client",
"variableType": "Client Risk",
"adjustedScore": 100,
"computedScore": 100,
"justification": ""
},
{
"value": "Default Score",
"override": null,
"reference": "Client Risk Index",
"contribution": 0.13946869070208728,
"variableName": "ID Type",
"variableType": "Client Risk",
"adjustedScore": 50,
"computedScore": 50
},
{
"value": "Default Score",
"override": null,
"reference": "Operational Risk Index",
"contribution": 0.1859582542694497,
"variableName": "Onboarding Mode",
"variableType": "Operational Risk",
"adjustedScore": 50,
"computedScore": 50
},
{
"value": null,
"override": null,
"reference": "Transaction Risk Index",
"contribution": null,
"variableName": "Average Transaction Amount",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": null,
"override": null,
"reference": "Transaction Risk Index",
"contribution": null,
"variableName": "Monthly Transaction Volume",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": null,
"override": null,
"reference": "Transaction Risk Index",
"contribution": null,
"variableName": "Monthly Transaction Frequency",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": null,
"override": null,
"reference": "Transaction Risk Index",
"contribution": null,
"variableName": "Payment Mode",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": null,
"override": null,
"reference": "Currency Index",
"contribution": null,
"variableName": "Currency",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": null,
"override": null,
"reference": "Transaction Risk Index",
"contribution": null,
"variableName": "Transaction Mode",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": null,
"override": null,
"reference": "Transaction Risk Index",
"contribution": null,
"variableName": "Purpose of Transaction",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": null,
"override": null,
"reference": "Transaction Risk Index",
"contribution": null,
"variableName": "Source of Funds",
"variableType": "Transactional Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": "No matches",
"override": null,
"reference": "Screening Index",
"contribution": null,
"variableName": "Adverse Media",
"variableType": "Screening Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": "No matches",
"override": null,
"reference": "Screening Index",
"contribution": null,
"variableName": "Enforcement",
"variableType": "Screening Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": "No matches",
"override": null,
"reference": "Screening Index",
"contribution": null,
"variableName": "Sanctions",
"variableType": "Screening Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": "No matches",
"override": null,
"reference": "Screening Index",
"contribution": null,
"variableName": "Primary PEP",
"variableType": "Screening Risk",
"adjustedScore": null,
"computedScore": null
},
{
"value": "No matches",
"override": null,
"reference": "Screening Index",
"contribution": null,
"variableName": "Secondary PEP",
"variableType": "Screening Risk",
"adjustedScore": null,
"computedScore": null
}
],
"created_at": "2025-05-31T02:30:37.076Z"
}
GET /rba/risk-score-archive/{risk_score_id}
This endpoint retrieves the a specific risk score archive of a case.
Generate AI summary
curl -X 'GET' \
'https://api.onehypernet.com/v1/rba/case/{case_id}/summary' \
-H 'accept: application/json' \
-H 'Authorization: Bearer {token}' \
JSON Response:
{
"summary": "Nationality: The high risk score of 90 indicates that the customer's nationality poses a significant risk factor. Non-Singaporean nationalities typically increase the risk due to challenges in verifying the customer's identity and background, especially in cross-border transactions. Different countries have varying levels of compliance with international standards set by organizations like FATF, which can impact the overall risk level associated with customers from those countries.\n\nCountry of Residence: As the country of residence is not provided in this case, it is assumed to be non-Singaporean. This lack of information increases the risk as it adds complexity to verifying the customer's identity and conducting due diligence checks. Depending on the country of residence, there may be additional challenges related to regulatory compliance and anti-money laundering measures.\n\nSummary: The overall risk assessment for this pawn transaction is classified as high risk, with a score of 96. The primary contributing factor to this high risk level is the customer's non-Singaporean nationality, which presents challenges in verification and due diligence processes. Additionally, the absence of information regarding the customer's country of residence further complicates risk assessment and regulatory compliance efforts."
}
GET /rba/case/{case_id}/summary
This endpoint triggers our AI model to generate a risk assessment summary of the case.