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Real-Time AI Data Processing Architecture

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Your question is Real-Time AI Data Processing Architecture. Take a moment with it on the right.

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Problem

Discuss the architecture of a system that processes real-time data for AI applications.

Explain the ingestion, stream-processing, storage, feature-serving, and model-serving components. Cover schema evolution, event ordering, late data, replay and backfill, delivery guarantees, data quality, observability, security, and recovery from component failures. Include a practical technology selection and representative implementation details.