MB
Maryam Butt
Student or first job · Faisalabad · APP-24119 · received 27 Sept 2026
Requested
PKR 15,000
Term
12 months
Purpose
Phone upgrade
- 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 score631 vs approve ≥ 660, decline < 560
- Debt-to-income8% of income vs 40% limit
- Data coverage3 of 5 sources connected (minimum 3)
- Loan tierAt 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—