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OCR vs. Vision LLMs: Choosing the Right Tool for Intelligent Document Processing
Vision-capable LLMs have dramatically simplified intelligent document processing by replacing rigid template-based OCR workflows with semantic document understanding. However, traditional OCR remains valuable for high-volume, deterministic workloads where cost, speed, and guaranteed accuracy matter. The article argues that hybrid architectures combining OCR, open-source vision models, and frontier VLMs offer the most practical enterprise solution.
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