Applications
MB

Maryam Butt

Student or first job · Faisalabad · APP-24119 · received 27 Sept 2026
Requested
PKR 15,000
Term
12 months
Purpose
Phone upgrade
631Fair · Grade C300850
Repay probability
70%
Confidence
Medium
Score trend
6 months

Why this score

Points versus an average applicant (666). Every factor below adds up to 631.

  • Wallet balance cushion
    +27

    Average wallet balance of PKR 85,838 against PKR 16,975 monthly wallet spend.

  • Utility bills paid on time
    −26

    Paid 5 of 12 utility bills on or before the due date.

  • Mobile number age
    −19

    Same mobile number for 4 years 8 months.

  • 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.

  • Utility bills left unpaid
    +5

    No utility bill was left unpaid past 30 days.

  • Failed mobile payments
    +2

    1 of 22 mobile payments failed.

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

Refer

Borderline on one or more checks. Route to an analyst.

  • Credit score
    631 vs approve ≥ 660, decline < 560
  • Debt-to-income
    8% of income vs 40% limit
  • Data coverage
    3 of 5 sources connected (minimum 3)
  • Loan tier
    At or under the PKR 100,000 instant limit
Monthly instalment
PKR 1,448
Verified income
PKR 17,824
Existing instalments
PKR 0
Max affordable
PKR 73,000
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—