--- title: "Businessware Technologies (@businesswaretech) | Hashnode" description: "Create AI agents for document-driven business processes. Read the latest articles by Businessware Technologies on Hashnode." url: "https://hashnode.com/@businesswaretech" --- @businesswaretech # Businessware Technologies @businesswaretech · New York City, USA · Joined July 2026 Create AI agents for document-driven business processes [Website](https://www.businesswaretech.com/?utm_source=hashnode) ### [Catalog Matching With LLMs: Why Changing Knowledge Should Stay Outside the Model](https://businesswaretech.hashnode.dev/catalog-matching-with-llms-why-changing-knowledge-should-stay-outside-the-model?utm_source=hashnode&utm_medium=feed) Explore how LLMs+RAG improve product catalog matching, incorporate human corrections, and reduce the need for costly model retraining and fine-tuning. 10 min read · [businesswaretech.hashnode.dev](https://businesswaretech.hashnode.dev/catalog-matching-with-llms-why-changing-knowledge-should-stay-outside-the-model?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/catalog-matching-with-llms-why-changing-knowledge-should-stay-outside-the-model/6ad70080f02cbc56b8a9eab3) [Oct 20](https://hashnode.com/posts/catalog-matching-with-llms-why-changing-knowledge-should-stay-outside-the-model/6ad70080f02cbc56b8a9eab3) ### [Why ChatGPT Does Not Replace AI Agents in Corporate Automation](https://businesswaretech.hashnode.dev/why-chatgpt-does-not-replace-ai-agents-in-corporate-automation?utm_source=hashnode&utm_medium=feed) We explain why ChatGPT helps with specific tasks but doesn't replace AI agents for automating corporate business processes. 12 min read · [businesswaretech.hashnode.dev](https://businesswaretech.hashnode.dev/why-chatgpt-does-not-replace-ai-agents-in-corporate-automation?utm_source=hashnode&utm_medium=feed) [Aug 18](https://hashnode.com/posts/why-chatgpt-does-not-replace-ai-agents-in-corporate-automation/6a83f7d900339b3933fef090) ### [Why Search-First AI Pipelines Work Better Than Browser Agens for Public Resume Data Extraction](https://businesswaretech.hashnode.dev/why-search-first-ai-pipelines-work-better-than-browser-agens-for-public-resume-data-extraction?utm_source=hashnode&utm_medium=feed) Learn how a search-first AI pipeline extracts, normalizes, deduplicates, and ranks public resume data more efficiently than browser agents. 10 min read · [businesswaretech.hashnode.dev](https://businesswaretech.hashnode.dev/why-search-first-ai-pipelines-work-better-than-browser-agens-for-public-resume-data-extraction?utm_source=hashnode&utm_medium=feed) [Jul 24](https://hashnode.com/posts/why-search-first-ai-pipelines-work-better-than-browser-agens-for-public-resume-data-extraction/6a6349261f1ae0fffc229cc3)