Essentials

AI Tools

The Essentials provides a comprehensive set of ready-to-use indicators that you can incorporate into your credit underwriting rules. Please see below all indicators :

  • Open banking data relevance

    • historicalDepth : number of days between the first and last transaction at the aggregation date.

    • activityScore : ranking between 0-100. Below 10, other accounts should absolutely be synchronized. For more information, please click here.

  • Affordability

    • mainIncome : monthly amount for the main income found. The following categories are used to calculate this variable:

      • WAGE

      • RETIREMENT_PENSION

      • REVERSIONARY_PENSION

    • monthlyRegularIncome : monthly estimate for total of regular incomes. The following categories are used to calculate this variable:

      • WAGE

      • All ALLOWANCE categories

      • REGULAR_INCOME

      • FREELANCE

      • RETIREMENT_PENSION

      • REVERSIONARY_PENSION

    • monthlyEssentialExpenses : monthly amount estimated to cover expenses among housing, and substantial regular expenses. The following categories are used to calculate this variable:

      • RENT

      • REGULAR_EXPENSE

      • PAID_ALIMONY

      • HOUSING_TAX, INCOME_TAX, PERSO_TAX where enrichments.periodicity is "MONTHLY"

    • monthlyLoanRepayments : Monthly amount estimated to cover loans. The following categories are used to calculate this variable:

      • LOAN_REPAYMENT

      • LOAN_REPAYMENT_REVOLVING

      • LOAN_REPAYMENT_REAL_ESTATE

      • LOAN_REPAYMENT_PERSONAL

      • SPLIT_PAYMENT

      • LOAN_REPAYMENT_FAST

    • monthlyDiscretionaryIncome : It is the the amount of an individual's monthlyRegularIncome that is left after subtracting the monthlyEssentialExpenses and monthlyLoanRepayments charges.

    • debtToIncome : ratio between monthlyLoanRepayments and monthlyRegularIncome

  • Red flags

    • redFlags : seizures, check rejections, payment to debt collectors. Any sign of debts that have not been honored. The following categories are included in the red flags:

      • DEBT_COLLECTION

      • FEES_DIRECT_DEBT_RECOVERY

      • FEES_CHECK_REJECTION

      • FEES_PREVENTIVE_SEIZURE

      • FEES_ACCOUNT_SEIZURE

      • PROVISION_DIRECT_DEBT_RECOVERY

      • PROVISION_PREVENTIVE_SEIZURE

      • PROVISION_ACCOUNT_SEIZURE

      • RELEASE_PREVENTIVE_SEIZURE

      • RELEASE_DIRECT_DEBT_RECOVERY

      • RELEASE_ACCOUNT_SEIZURE

      • REJECTION_CHECK

      • REJECTION_LOAN_REPAYMENT

    • loanRepaymentRejections : rejections on loans are an early warning. This is the total rejected amount and number of rejections on loan installments.

  • Credit worthiness

    • creditScore : default score with a 12-month horizon. For more information, please click here.

    • paymentScore : default score with a 4-month horizon. For more information, please click here.

Data Sample

Essentials can be retrieved using the GET /analysis/essentials endpoint:

{ "analysisId": "64a3tr1ae9d665d723d644b2", "createdAt": "2023-07-04T09:02:20.926Z", "updatedAt": "2023-07-04T09:02:25.056Z", "historicalDepth": 90, "activityScore": 64, "mainIncome": { "monthlyAmount": 2581.45, "cashFlows": [ { "category": "WAGE", "monthlyAmount": 2581.45, "employer": "Algoan" } ] }, "monthlyRegularIncome": 2581.45, "monthlyEssentialExpenses": -879.78, "monthlyLoanRepayments": -1088.53, "monthlyDiscretionaryIncome": 613.14, "debtToIncome": 0.42, "redFlags": [ "FEES_DIRECT_DEBT_RECOVERY", "FEES_ACCOUNT_SEIZURE" ], "loanRepaymentRejections": { "totalRejectedAmount": 343.45, "count": 1 }, "creditScore": 473, "paymentScore": 4 }


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