Applications
IR

Iqra Raza

Small shop owner · Lahore · APP-24126 · received 19 Sept 2026
Requested
PKR 205,000
Term
12 months
Purpose
Shop expansion
553High risk · Grade E300850
Repay probability
44%
Confidence
Medium
Score trend
6 months

Why this score

Points versus an average applicant (666). Every factor below adds up to 553.

  • Utility bills paid on time
    −41

    Paid 8 of 24 utility bills on or before the due date.

  • Mobile number age
    −22

    Same mobile number for 4 years 4 months.

  • Failed mobile payments
    −14

    4 of 18 mobile payments failed.

  • Mobile account activity
    −13

    Mobile account was topped up in 9 of the last 12 months.

  • Data sources connected
    −11

    3 of 5 data sources connected.

  • Wallet balance cushion
    −6

    Average wallet balance of PKR 41,808 against PKR 85,321 monthly wallet spend.

  • Utility bills left unpaid
    −4

    4 utility bills were left unpaid for over 30 days.

Not connected: Bank account, Repayment history. Those factors are scored at the population average and lower confidence.

Cash flow

No bank account connected

Bank data not shared
Income was estimated from wallet activity instead. Ask the customer to connect a bank account for larger amounts.

Recommendation

Decline

Fails a hard policy check. Recommend decline with reasons.

  • Credit score
    553 vs approve ≥ 660, decline < 560
  • Debt-to-income
    22% of income vs 40% limit
  • Data coverage
    3 of 5 sources connected (minimum 3)
  • Loan tier
    Above PKR 100,000 — analyst review and documents required
  • Utility arrears
    4 bills unpaid past 30 days
Monthly instalment
PKR 19,784
Verified income
PKR 89,587
Existing instalments
PKR 0
Max affordable
PKR 371,000
Income source: wallet activity (estimated)
Decision

The model recommends; you decide. A reason is required and goes to the audit log.

Add a short reason to enable the buttons.

Data shared
  • Utility bills
  • Mobile account
  • Mobile wallet
  • Bank account—
  • Repayment history—