Engine 2 — Top-Up Predictor & Pricing
Last scan: 18 Apr 2026, 09:42 AM
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Engine 2 — Top-Up Predictor
When Will They Need More?
Engine 2 takes the candidates found by Engine 1 and predicts exactly when each customer will need a top-up loan, how much they’ll need, and what profit rate to offer them based on their individual risk profile.
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Timing Predictions
Know whether a customer needs a top-up now, in 3 months, or in 6–12 months — so your team reaches out at exactly the right moment.
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Personalised Pricing
Each customer receives a profit rate between 10% and 18% based on how risky they are — better customers get better rates.
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SAR 9.2M Predicted
The total predicted top-up loan value Dufaa can disburse from this portfolio.
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