--- title: The most underrated dataset in enterprise AI is your org... description: A newsletter covering several AI-in-engineering topics: Rippling CTO Albert Strasheim argues the employee graph (org chart) is a critical dataset for... canonical: https://daily.dev/posts/the-most-underrated-dataset-in-enterprise-ai-is-your-org-chart-rippling-s-albert-strasheim-fn2ba7nsc twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The most underrated dataset in enterprise AI is your org chart | Rippling's Albert Strasheim | daily.dev og:description: A newsletter covering several AI-in-engineering topics: Rippling CTO Albert Strasheim argues the employee graph (org chart) is a critical dataset for... og:url: https://daily.dev/posts/the-most-underrated-dataset-in-enterprise-ai-is-your-org-chart-rippling-s-albert-strasheim-fn2ba7nsc og:image: https://api.daily.dev/og/posts/fN2ba7NsC.png og:image:alt: The most underrated dataset in enterprise AI is your org chart | Rippling's Albert Strasheim 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. # The most underrated dataset in enterprise AI is your org chart | Rippling's Albert Strasheim **[Dev Interrupted](https://daily.dev/sources/devinterrupted)** · 4 min read · 0 upvotes · 0 comments ## Summary A newsletter covering several AI-in-engineering topics: Rippling CTO Albert Strasheim argues the employee graph (org chart) is a critical dataset for enterprise AI agents. Other items include the Linux Foundation launching the first MCP certification (MCPA), CircleCI rewriting its CLI with agent-friendly JSON output and stable exit codes, a longitudinal study showing AI doubles code output but also doubles reviewer workload creating a bottleneck, and an explainer on loop engineering for multi-tier AI agent systems. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Analyst reactions: How AI is reshaping engineering organizations](https://daily.dev/posts/analyst-reactions-how-ai-is-reshaping-engineering-organizations-dy6cgx4mb) · Engineering Enablement · 0 upvotes · 0 comments - [Modern Data Frameworks and the Rise of the Human-Agent Org Chart](https://daily.dev/posts/modern-data-frameworks-and-the-rise-of-the-human-agent-org-chart-awkjoimkx) · Snowflake · 1 upvotes · 0 comments - [8 lessons from tech leadership on scaling teams and AI](https://daily.dev/posts/8-lessons-from-tech-leadership-on-scaling-teams-and-ai-dl9u8nkjk) · Stack Overflow Blog · 0 upvotes · 0 comments - [AI is splitting companies into two groups](https://daily.dev/posts/ai-is-splitting-companies-into-two-groups-bp23bdq8v) · InfoWorld · 0 upvotes · 1 comments - [The playbook to close your team’s AI productivity gap \| LinearB’s Yishai Beeri](https://daily.dev/posts/the-playbook-to-close-your-team-s-ai-productivity-gap-linearb-s-yishai-beeri-txgyqgeej) · Dev Interrupted · 0 upvotes · 0 comments --- Tags: [#productivity](https://daily.dev/tags/productivity), [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp), [#code-review](https://daily.dev/tags/code-review), [#circleci](https://daily.dev/tags/circleci) [View this post on daily.dev](https://daily.dev/posts/the-most-underrated-dataset-in-enterprise-ai-is-your-org-chart-rippling-s-albert-strasheim-fn2ba7nsc) ```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":"The most underrated dataset in enterprise AI is your org chart | Rippling's Albert Strasheim","url":"https://daily.dev/posts/the-most-underrated-dataset-in-enterprise-ai-is-your-org-chart-rippling-s-albert-strasheim-fn2ba7nsc","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-most-underrated-dataset-in-enterprise-ai-is-your-org-chart-rippling-s-albert-strasheim-fn2ba7nsc"},"datePublished":"2026-07-21T17:13:57.848Z","dateModified":"2026-07-21T17:24:08.223Z","description":"A newsletter covering several AI-in-engineering topics: Rippling CTO Albert Strasheim argues the employee graph (org chart) is a critical dataset for...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/4cf103a430ee0d644b3e3d69d628d07a?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/4cf103a430ee0d644b3e3d69d628d07a?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Dev Interrupted","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":"Dev Interrupted","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/3ecd065ae7354635a8fe0e1cee898951","url":"https://daily.dev/sources/devinterrupted"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/the-most-underrated-dataset-in-enterprise-ai-is-your-org-chart-rippling-s-albert-strasheim-fn2ba7nsc","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"productivity,ai-agents,mcp,code-review,circleci","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Dev Interrupted","item":"https://daily.dev/sources/devinterrupted"},{"@type":"ListItem","position":3,"name":"The most underrated dataset in enterprise AI is your org chart | Rippling's Albert Strasheim"}]} ```