--- title: How Rovo Deep Research works | daily.dev description: Atlassian's Rovo Deep Research feature uses an enhanced Retrieval-Augmented Generation (RAG) architecture to generate comprehensive research reports from... canonical: https://daily.dev/posts/how-rovo-deep-research-works-6wr3xrgf9 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How Rovo Deep Research works | daily.dev og:description: Atlassian's Rovo Deep Research feature uses an enhanced Retrieval-Augmented Generation (RAG) architecture to generate comprehensive research reports from... og:url: https://daily.dev/posts/how-rovo-deep-research-works-6wr3xrgf9 og:image: https://api.daily.dev/og/posts/6wr3xrGf9.png og:image:alt: How Rovo Deep Research works 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. # How Rovo Deep Research works **[Atlassian](https://daily.dev/sources/atlassian)** · 7 min read · 0 upvotes · 0 comments ## Summary Atlassian's Rovo Deep Research feature uses an enhanced Retrieval-Augmented Generation (RAG) architecture to generate comprehensive research reports from complex queries. The system breaks down tasks into manageable sub-tasks, performs parallel information retrieval, and creates structured reports with inline citations. It leverages multiple AI models including Llama 3.2, GPT-4o, and Claude 3.7 for different functions, and incorporates reasoning models for better planning and reflection. The feature integrates with Atlassian's Teamwork Graph to provide contextually relevant results while respecting user permissions. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#productivity](https://daily.dev/tags/productivity), [#llm](https://daily.dev/tags/llm), [#rag](https://daily.dev/tags/rag), [#atlassian](https://daily.dev/tags/atlassian) [View this post on daily.dev](https://daily.dev/posts/how-rovo-deep-research-works-6wr3xrgf9) ```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":"How Rovo Deep Research works","url":"https://daily.dev/posts/how-rovo-deep-research-works-6wr3xrgf9","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-rovo-deep-research-works-6wr3xrgf9"},"datePublished":"2025-08-05T20:07:30.993Z","dateModified":"2025-08-05T20:07:56.593Z","description":"Atlassian's Rovo Deep Research feature uses an enhanced Retrieval-Augmented Generation (RAG) architecture to generate comprehensive research reports from...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/2f62c91e6ec05d15166c926f8f900c82?_a=AQAEulh","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/2f62c91e6ec05d15166c926f8f900c82?_a=AQAEulh","isAccessibleForFree":true,"articleSection":"Atlassian","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Atlassian","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/44750d8e66de4411bb477159b321bb43","url":"https://daily.dev/sources/atlassian"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/how-rovo-deep-research-works-6wr3xrgf9","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,productivity,llm,rag,atlassian","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Atlassian","item":"https://daily.dev/sources/atlassian"},{"@type":"ListItem","position":3,"name":"How Rovo Deep Research works"}]} ```