alternative_credit_score
Estimate an alternative credit score for Kenyans lacking formal credit history using M-PESA behavioral signals.
Instructions
Estimate an alternative credit score from M-PESA behavioural signals. Western parallel: FICO score / Nova Credit for immigrants with no US history. Inputs are self-reported for demo purposes — a real implementation would connect to licensed M-PESA data-sharing APIs with customer consent. DEMO — not a real credit bureau product.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| months_as_mpesa_user | Yes | How many months the person has used M-PESA (0-240) | |
| has_regular_income_deposits | Yes | Receives regular deposits (salary, business income) at least twice monthly | |
| pays_utilities_on_time | Yes | Has paid KPLC or water bills via M-PESA in past 6 months | |
| has_savings_behaviour | Yes | Makes regular small savings (M-Shwari, chama, SACCO, KCB M-PESA) | |
| has_fuliza_debt | Yes | Currently has unpaid Fuliza (Safaricom overdraft) balance | |
| has_multiple_income_streams | Yes | Receives income from more than one source (multiple employers, business + salary) | |
| has_loan_default_history | Yes | Has defaulted on any previous loan (M-Shwari, KCB, bank, chama) |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||