--- title: Automate customer support with Amazon Bedrock,... description: This technical guide demonstrates building an automated customer support system using Amazon Bedrock, LangGraph, and Mistral models. The solution integrates... canonical: https://daily.dev/posts/automate-customer-support-with-amazon-bedrock-langgraph-and-mistral-models-ulyygjqnh twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Automate customer support with Amazon Bedrock, LangGraph, and Mistral models | daily.dev og:description: This technical guide demonstrates building an automated customer support system using Amazon Bedrock, LangGraph, and Mistral models. The solution integrates... og:url: https://daily.dev/posts/automate-customer-support-with-amazon-bedrock-langgraph-and-mistral-models-ulyygjqnh og:image: https://api.daily.dev/og/posts/UlYyGJQNH.png og:image:alt: Automate customer support with Amazon Bedrock, LangGraph, and Mistral models og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Automate customer support with Amazon Bedrock, LangGraph, and Mistral models **[AWS](https://daily.dev/sources/aws)** · 13 min read · 3 upvotes · 0 comments ## Summary This technical guide demonstrates building an automated customer support system using Amazon Bedrock, LangGraph, and Mistral models. The solution integrates with Jira Service Management to process support tickets through AI agents that categorize requests, extract order information, assess damage claims through image analysis, and generate contextual responses. The implementation uses Mistral Large 2 for text processing and Pixtral Large for vision tasks, with built-in fraud detection capabilities and responsible AI guardrails. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#amazon-bedrock](https://daily.dev/tags/amazon-bedrock), [#langgraph](https://daily.dev/tags/langgraph), [#mistral-ai](https://daily.dev/tags/mistral-ai) [View this post on daily.dev](https://daily.dev/posts/automate-customer-support-with-amazon-bedrock-langgraph-and-mistral-models-ulyygjqnh) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Automate customer support with Amazon Bedrock, LangGraph, and Mistral models","url":"https://daily.dev/posts/automate-customer-support-with-amazon-bedrock-langgraph-and-mistral-models-ulyygjqnh","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/automate-customer-support-with-amazon-bedrock-langgraph-and-mistral-models-ulyygjqnh"},"datePublished":"2025-06-10T16:24:57.702Z","dateModified":"2025-09-06T02:35:04.524Z","description":"This technical guide demonstrates building an automated customer support system using Amazon Bedrock, LangGraph, and Mistral models. 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