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RESEARCH27

Operationalizing Document AI: A Microservice Architecture for OCR and LLM Pipelines in Production

arXiv CS.AIΒ·May 20, 2026

This paper presents a microservice architecture for operationalizing document understanding pipelines, combining OCR and Large Language Models for structured field extraction at production scale. It details key design decisions like asynchronous processing and independent scaling, noting OCR's dominance in end-to-end latency.

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