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    AI Debt Recovery & NPL Loan Restructuring Portal

    Model restructured EMI workout plans, penalty interest waivers, CRB Metropol/TransUnion clearance schedules, and automated M-Pesa repayment STK push triggers.

    CBK Prudential & CRB Recovery Framework

    AI Debt Recovery & NPL Loan Restructuring Portal

    Model restructured EMI workout plans, interest haircut waivers, CRB Metropol/TransUnion clearance schedules, and M-Pesa STK Push triggers.

    WORKOUT AFFORDABLE (DTI 34.4%)

    Defaulted Loan Parameters

    Defaulted Loan Balance (Stage 3 NPL)KES 350,000
    Days in Arrears (Days Past Due)120 Days
    Borrower Verified Monthly Disposable Income (KES)KES 45,000

    Monthly EMI Workout

    KES 15,487

    Over 24 months

    Propensity-to-Pay Score

    100 / 100

    M-Pesa STK Push Active

    Waived Interest Savings

    KES 21,000

    15% Waiver Applied

    CRB Status Trajectory

    CRB WORKOUT SCHEDULED

    Metropol / TransUnion

    AI Debt Recovery Recommendations

    • Affordable EMI KES 15,487/mo: Member qualifies for CRB Workout Listing status upon 1st M-Pesa installment.
    • Propensity-to-Pay Score 100/100: Auto-scheduled monthly M-Pesa Daraja STK Push prompt enabled.