BA
Bilal Ahmed
Ride-hailing & delivery · Karachi · APP-24102 · received 27 Sept 2026
Requested
PKR 80,000
Term
9 months
Purpose
Motorbike
- Repay probability
- 91%
- Confidence
- Medium
Score trend
6 months
Why this score
Points versus an average applicant (666). Every factor below adds up to 742.
- Utility bills paid on time+50
Paid 10 of 12 utility bills on or before the due date.
- Mobile number age+18
Same mobile number for 8 years 7 months.
- Wallet balance cushion+17
Average wallet balance of PKR 98,163 against PKR 44,258 monthly wallet spend.
- Data sources connected−11
3 of 5 data sources connected.
- Failed mobile payments+6
No failed mobile payments.
- Mobile account activity−4
Mobile account was topped up in 10 of the last 12 months.
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
Approve
Meets every policy check. Eligible for instant approval.
- Credit score742 vs approve ≥ 660, decline < 560
- Debt-to-income21% 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 9,958
- Verified income
- PKR 46,471
- Existing instalments
- PKR 0
- Max affordable
- PKR 149,000
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—