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22 days ago

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Instacart Creates Real-Time Item Availability Architecture with ML and Event Processing

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Instacart Creates Real-Time Item Availability Architecture with ML and Event Processing

Instacart combined machine learning with event-based processing to create an architecture that provides customers with an indication of item availability in near real-time. The new solution helped to improve user satisfaction and retention by reducing order cancellations due to out-of-stock items. The team also created a multi-model experimentation framework to help enhance model quality.

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Instacart Creates Real-Time Item Availability Architecture with ML and Event Processing

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Instacart Creates Real-Time Item Availability Architecture with ML and Event Processing

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