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Real-Time Inference Pipeline

HardSystem Design00:00
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Your question is Real-Time Inference Pipeline. Take a moment with it on the right.

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Problem

How would you design a real-time inference pipeline for a high-traffic application at Bain &?

Describe how you would clarify requirements, size the system, choose model-serving and feature-serving components, and handle online inference at scale. Cover latency, availability, deployment, evaluation, monitoring, feature drift, training-serving skew, and graceful degradation.