--- title: Introducing the Context Quality Score (CQS): a new... description: Atlassian introduces the Context Quality Score (CQS), a metric for measuring how well enterprise data feeds AI models. CQS scores data across three dimensions:... canonical: https://daily.dev/posts/introducing-the-context-quality-score-cqs-a-new-framework-for-measuring-and-optimizing-ai-context-rk2b3yoii twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Introducing the Context Quality Score (CQS): a new framework for measuring and optimizing AI context | daily.dev og:description: Atlassian introduces the Context Quality Score (CQS), a metric for measuring how well enterprise data feeds AI models. CQS scores data across three dimensions:... og:url: https://daily.dev/posts/introducing-the-context-quality-score-cqs-a-new-framework-for-measuring-and-optimizing-ai-context-rk2b3yoii og:image: https://api.daily.dev/og/posts/RK2B3yOIi.png og:image:alt: Introducing the Context Quality Score (CQS): a new framework for measuring and optimizing AI context 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. # Introducing the Context Quality Score (CQS): a new framework for measuring and optimizing AI context **[Atlassian](https://daily.dev/sources/atlassian)** · 2 min read · 1 upvotes · 0 comments ## Summary Atlassian introduces the Context Quality Score (CQS), a metric for measuring how well enterprise data feeds AI models. CQS scores data across three dimensions: completeness, connectedness, and relevance. Completeness measures how much context from enterprise systems feeds into Atlassian's Teamwork Graph. Connectedness measures the links across seven types of context stored in that graph. Relevance checks whether AI gets curated context without breaking permission boundaries. Atlassian says the three pillars together produce higher quality AI outputs while using fewer tokens per run. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What is the Context Quality Score (CQS) from Atlassian? It is a metric Atlassian built to evaluate how well enterprise data feeds AI models, scored across three dimensions: completeness, connectedness, and relevance. Completeness measures context depth ingested into the Teamwork Graph, connectedness measures links across seven context types, and relevance checks permission-aware access to curated context. _Teams weighing how to structure context for AI agents can track frameworks like this on daily.dev._ ## Similar posts on daily.dev - [Why context is the biggest unlock for your AI strategy](https://daily.dev/posts/why-context-is-the-biggest-unlock-for-your-ai-strategy-vplu1mth2) · Atlassian · 1 upvotes · 0 comments - [Shattering the service quo starts with context](https://daily.dev/posts/shattering-the-service-quo-starts-with-context-cj0uct5th) · Atlassian · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#atlassian](https://daily.dev/tags/atlassian) [View this post on daily.dev](https://daily.dev/posts/introducing-the-context-quality-score-cqs-a-new-framework-for-measuring-and-optimizing-ai-context-rk2b3yoii) ```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":"Introducing the Context Quality Score (CQS): a new framework for measuring and optimizing AI context","url":"https://daily.dev/posts/introducing-the-context-quality-score-cqs-a-new-framework-for-measuring-and-optimizing-ai-context-rk2b3yoii","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/introducing-the-context-quality-score-cqs-a-new-framework-for-measuring-and-optimizing-ai-context-rk2b3yoii"},"datePublished":"2026-10-29T15:57:55.644Z","dateModified":"2026-10-29T15:59:19.906Z","description":"Atlassian introduces the Context Quality Score (CQS), a metric for measuring how well enterprise data feeds AI models. 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