--- title: State of AI infrastructure report and the Agentic Data Cloud description: 83% of organizations believe they need infrastructure upgrades to support production-grade agentic AI, according to Google Cloud's State of Infrastructure... canonical: https://daily.dev/posts/state-of-ai-infrastructure-report-and-the-agentic-data-cloud-kprommqa0 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: State of AI infrastructure report and the Agentic Data Cloud | daily.dev og:description: 83% of organizations believe they need infrastructure upgrades to support production-grade agentic AI, according to Google Cloud's State of Infrastructure... og:url: https://daily.dev/posts/state-of-ai-infrastructure-report-and-the-agentic-data-cloud-kprommqa0 og:image: https://api.daily.dev/og/posts/KPrOmMqa0.png og:image:alt: State of AI infrastructure report and the Agentic Data Cloud 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. # State of AI infrastructure report and the Agentic Data Cloud **[Google Cloud](https://daily.dev/sources/gcp)** · 5 min read · 1 upvotes · 0 comments ## Summary 83% of organizations believe they need infrastructure upgrades to support production-grade agentic AI, according to Google Cloud's State of Infrastructure report. The post introduces Google's Agentic Data Cloud concept, which unifies data, AI models, and operational databases into a single system of action. Key challenges addressed include fragmented legacy data systems (cited by 43% of IT leaders), operational complexity when scaling agents (81% of leaders), and lack of high-throughput vector databases for AI grounding (36% of leaders). The proposed solution centers on a borderless Lakehouse built on open standards like Apache Iceberg and Apache Spark, co-designed AI-native infrastructure, and a Knowledge Catalog that extracts semantic meaning from unstructured data to give agents the context they need to act accurately and securely. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [State of AI infrastructure report overview](https://daily.dev/posts/state-of-ai-infrastructure-report-overview-n6hdmkqmx) · Google Cloud · 1 upvotes · 0 comments - [The era of agentic chaos and how data will save us](https://daily.dev/posts/the-era-of-agentic-chaos-and-how-data-will-save-us-sn17lztqw) · MIT Technology Review · 1 upvotes · 0 comments - [Google begins putting the guardrails on agentic AI](https://daily.dev/posts/google-begins-putting-the-guardrails-on-agentic-ai-gqgdwxx0s) · InfoWorld · 0 upvotes · 0 comments - [AI agents need infrastructure: Why Europe’s regional cloud strategy matters](https://daily.dev/posts/ai-agents-need-infrastructure-why-europe-s-regional-cloud-strategy-matters-dcdavv5jo) · The New Stack · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#gcp](https://daily.dev/tags/gcp), [#big-data](https://daily.dev/tags/big-data), [#vector-search](https://daily.dev/tags/vector-search), [#google-bigquery](https://daily.dev/tags/google-bigquery) [View this post on daily.dev](https://daily.dev/posts/state-of-ai-infrastructure-report-and-the-agentic-data-cloud-kprommqa0) ```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":"State of AI infrastructure report and the Agentic Data Cloud","url":"https://daily.dev/posts/state-of-ai-infrastructure-report-and-the-agentic-data-cloud-kprommqa0","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/state-of-ai-infrastructure-report-and-the-agentic-data-cloud-kprommqa0"},"datePublished":"2026-07-23T16:07:03.134Z","dateModified":"2026-09-14T06:39:42.446Z","description":"83% of organizations believe they need infrastructure upgrades to support production-grade agentic AI, according to Google Cloud's State of Infrastructure...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/6c9288603e3632d0f607d991c441edcc?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/6c9288603e3632d0f607d991c441edcc?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Google Cloud","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":"Google Cloud","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/gcp","url":"https://daily.dev/sources/gcp"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/state-of-ai-infrastructure-report-and-the-agentic-data-cloud-kprommqa0","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai-agents,gcp,big-data,vector-search,google-bigquery","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Google Cloud","item":"https://daily.dev/sources/gcp"},{"@type":"ListItem","position":3,"name":"State of AI infrastructure report and the Agentic Data Cloud"}]} ```