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  "documentTitle": "Swvl | SPAC Presentation Deck | 81 slides",
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  "presentationDate": "2021-08-01 00:00:00",
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  "notes": "The chart shows a clear performance lift in the latter half of the pilot.",
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      "kind": "chart",
      "text": "Improvement in gross revenue/seat and utilization vs fixed pricing",
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      "text": "Engine predicts user reaction to pricing based on: Current Utilization, Route-level retention, Active Demand, Demographics",
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      "text": "A ML model is continuously running to maximize revenue per vehicle. The system dynamically utilizes a wide range of positive and negative adjustments to the core pricing. The model uses data such as expected vehicle utilization at the time of ride.",
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      "text": "Note: Reflects data from 13-week pilot conducted for Cairo Retail at the end of 2020.",
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      "text": "Peak Demand Scenario: High Demand x Higher Price = Utilization, Revenue. Off-Peak Demand Scenario: Low Demand x Low Price = Utilization, Revenue.",
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