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I Built the Same B2B Document Extractor Twice: Rules vs. LLM

Towards Data Science Sarah Schürch May 13, 2026
I Built the Same B2B Document Extractor Twice: Rules vs. LLM
AI Summary— plain English for professionals

# Rule-Based vs. AI-Powered Document Reading: Which Works Better for Business? A developer tested two different approaches to automatically extract information from business documents like invoices and orders: one using traditional programming rules and another using artificial intelligence. The AI approach was more flexible and required less manual tweaking when documents looked different, but the rule-based method was faster and more predictable when handling consistent document formats.

A practical comparison between rule-based PDF extraction using pytesseract and an LLM-based approach with Ollama and LLaMA 3, based on a realistic B2B order scenario. The post I Built the Same B2B Document Extractor Twice: Rules vs. LLM appeared first on Towards Data Science.

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