Marco Lancini • 7/25/2025

You Don't Need a Vendor to Automate Security Questionnaires

This technical article analyzes practical approaches to automating time-consuming security questionnaires using modern LLMs. It evaluates three options: using SaaS vendor tools, building a custom Retrieval-Augmented Generation (RAG) system with specific tech stacks (like Amazon Bedrock), or directly leveraging ChatGPT/Claude with a structured knowledge base. The author provides implementation details, code repositories, and a practical prompt template for developers and security teams.

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#llm #Rag #Chatgpt