--- title: Investments in DevOps Tools and Platforms Start to... description: A Futurum Group survey of 839 IT decision-makers reveals AI is now used across more than half of the SDLC at 54% of organizations, with 40% reporting AI... canonical: https://daily.dev/posts/investments-in-devops-tools-and-platforms-start-to-accelerate-in-ai-era-wwzkfwnw2 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Investments in DevOps Tools and Platforms Start to Accelerate in AI Era | daily.dev og:description: A Futurum Group survey of 839 IT decision-makers reveals AI is now used across more than half of the SDLC at 54% of organizations, with 40% reporting AI... og:url: https://daily.dev/posts/investments-in-devops-tools-and-platforms-start-to-accelerate-in-ai-era-wwzkfwnw2 og:image: https://api.daily.dev/og/posts/WwZKfWNW2.png og:image:alt: Investments in DevOps Tools and Platforms Start to Accelerate in AI Era 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. # Investments in DevOps Tools and Platforms Start to Accelerate in AI Era **[DevOps.com](https://daily.dev/sources/devops)** · 3 min read · 0 upvotes · 0 comments ## Summary A Futurum Group survey of 839 IT decision-makers reveals AI is now used across more than half of the SDLC at 54% of organizations, with 40% reporting AI generates the majority of production code. Despite rapid adoption, 75% have experienced AI-attributable production incidents, yet only 43% mandate human review of AI-generated code and just 18% have standardized AI agent governance. DevOps spending is projected to grow ~14% in 2027, with the global software lifecycle engineering market expected to reach $226 billion by 2030. The core challenge has shifted from generating code volume to managing quality, oversight, and technical debt as AI output overwhelms existing DevOps pipelines. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What percentage of organizations have had a production issue caused by AI-generated code? 75% of organizations have encountered a production issue confirmed to be attributable to AI-generated code, according to a global survey of 839 IT decision-makers conducted by the Futurum Group, with 42% reporting multiple such incidents. Despite this, only 43% mandate human review of AI-generated code before deployment, and just 18% have standardized or mastered AI agent governance. _Engineering leaders weighing AI code review policy can find grounded coverage of AI coding adoption data on daily.dev._ ### How much is global spending on software lifecycle engineering tools expected to grow by 2030? Global spending on software lifecycle engineering tools is projected to roughly double, reaching $226 billion by 2030, up from $111.1 billion in 2025, according to Futurum Group research. Spending specifically on agent control planes and agentic development is expected to compound at 48.7% and 45.1% annually, respectively, through 2030, with about 45% of spend flowing through third-party vendors. _Teams justifying DevOps tooling budgets can track spending trends like these on daily.dev._ ## Similar posts on daily.dev - [Survey Sees DevOps Workflows Evolving in the Age of AI](https://daily.dev/posts/survey-sees-devops-workflows-evolving-in-the-age-of-ai-4sk2t56rx) · DevOps.com · 0 upvotes · 0 comments - [AI is reshaping DevSecOps: Attend GitLab Transcend](https://daily.dev/posts/ai-is-reshaping-devsecops-attend-gitlab-transcend-duxmoezze) · GitLab · 1 upvotes · 0 comments - [Survey Surfaces Pervasive Adoption of AI Across SDLC](https://daily.dev/posts/survey-surfaces-pervasive-adoption-of-ai-across-sdlc-9cmcmgprm) · DevOps.com · 0 upvotes · 0 comments - [Survey Sees AI Coding Exacerbates Existing DevOps Workflow Issues](https://daily.dev/posts/survey-sees-ai-coding-exacerbates-existing-devops-workflow-issues-y9ga6muct) · DevOps.com · 0 upvotes · 0 comments --- Tags: [#devops](https://daily.dev/tags/devops), [#ai-agents](https://daily.dev/tags/ai-agents), [#ai-coding](https://daily.dev/tags/ai-coding), [#technical-debt](https://daily.dev/tags/technical-debt) [View this post on daily.dev](https://daily.dev/posts/investments-in-devops-tools-and-platforms-start-to-accelerate-in-ai-era-wwzkfwnw2) ```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":"Investments in DevOps Tools and Platforms Start to Accelerate in AI Era","url":"https://daily.dev/posts/investments-in-devops-tools-and-platforms-start-to-accelerate-in-ai-era-wwzkfwnw2","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/investments-in-devops-tools-and-platforms-start-to-accelerate-in-ai-era-wwzkfwnw2"},"datePublished":"2026-07-27T14:42:25.886Z","dateModified":"2026-09-14T06:27:45.410Z","description":"A Futurum Group survey of 839 IT decision-makers reveals AI is now used across more than half of the SDLC at 54% of organizations, with 40% reporting AI...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d786ed17c3b38e461e0988b82a66fdc8?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/d786ed17c3b38e461e0988b82a66fdc8?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"DevOps.com","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":"DevOps.com","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/db8f2265cff0416c878c6e7e92bb8715","url":"https://daily.dev/sources/devops"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/investments-in-devops-tools-and-platforms-start-to-accelerate-in-ai-era-wwzkfwnw2","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"devops,ai-agents,ai-coding,technical-debt","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"DevOps.com","item":"https://daily.dev/sources/devops"},{"@type":"ListItem","position":3,"name":"Investments in DevOps Tools and Platforms Start to Accelerate in AI Era"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/investments-in-devops-tools-and-platforms-start-to-accelerate-in-ai-era-wwzkfwnw2#faq","mainEntity":[{"@type":"Question","name":"What percentage of organizations have had a production issue caused by AI-generated code?","acceptedAnswer":{"@type":"Answer","text":"75% of organizations have encountered a production issue confirmed to be attributable to AI-generated code, according to a global survey of 839 IT decision-makers conducted by the Futurum Group, with 42% reporting multiple such incidents. 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