--- title: AI control becomes a new enterprise resilience priority description: Enterprises are increasingly adopting runtime control mechanisms, such as feature flags and AI 'kill switches,' as AI writes more production code and becomes... canonical: https://daily.dev/posts/ai-control-becomes-a-new-enterprise-resilience-priority-ycdl8bgva twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: AI control becomes a new enterprise resilience priority | daily.dev og:description: Enterprises are increasingly adopting runtime control mechanisms, such as feature flags and AI 'kill switches,' as AI writes more production code and becomes... og:url: https://daily.dev/posts/ai-control-becomes-a-new-enterprise-resilience-priority-ycdl8bgva og:image: https://api.daily.dev/og/posts/YCdL8bGVA.png og:image:alt: AI control becomes a new enterprise resilience priority 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. # AI control becomes a new enterprise resilience priority **[The Next Web](https://daily.dev/sources/tnw)** · 6 min read · 0 upvotes · 0 comments ## Summary Enterprises are increasingly adopting runtime control mechanisms, such as feature flags and AI 'kill switches,' as AI writes more production code and becomes embedded in business-critical systems. Citing Splunk research showing $600 billion in annual downtime costs and Google's 2025 Cloud outage—where a globally activated, non-feature-flagged change caused widespread failures—the piece argues that observability alone is insufficient. Unleash CEO Egil Østhus discusses how separating deployment from activation lets teams limit exposure, monitor behavior, and instantly disable problematic AI features, aligning with regulatory requirements like the EU AI Act's human oversight mandate and DORA's incident reporting rules. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What caused the June 2025 Google Cloud outage and what safeguard was missing? A new feature was activated globally instead of through a gradual rollout, and when it triggered failures, the broad deployment caused immediate impact across multiple regions and services, including third-party platforms. Google's postmortem stated the failed code path lacked appropriate error handling and was not feature flag protected, noting that flag protection would have caught the issue in staging. _Teams rolling out risky changes gradually can compare incident postmortems like this on daily.dev._ ### How much does unplanned downtime cost large enterprises annually according to Splunk's research? Unplanned downtime has reached an annual $600 billion impact across Global 2000 companies, with average downtime costs reaching $15,000 per minute, according to Splunk's 2026 research released in partnership with Cisco and Oxford Economics. The same research found 68% of technology leaders expressed concern about unpredictable AI-agent behavior, and all surveyed leaders reported experiencing AI-related downtime. _Engineers justifying investment in resilience tooling can track downtime cost research like this via daily.dev._ ### What does the EU AI Act require for human oversight of high-risk AI systems? High-risk AI systems must provide appropriate human oversight, including the ability to intervene in their operation or interrupt them through a stop button or similar procedure that brings the system to a safe state. This requirement pushes organizations toward technical mechanisms, not just policies, for halting problematic AI behavior and creating an auditable record of changes. _Developers building AI compliance into their stack can follow regulatory detail like this on daily.dev._ ## Similar posts on daily.dev - [AI Is Making Software Creation Faster. 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The Questions Arrive Six Months Later.](https://daily.dev/posts/a-company-gets-its-first-ai-agent-in-a-week-the-questions-arrive-six-months-later--uj2pmmiqw) · Medium · 0 upvotes · 0 comments --- Tags: [#gcp](https://daily.dev/tags/gcp), [#ai-governance](https://daily.dev/tags/ai-governance) [View this post on daily.dev](https://daily.dev/posts/ai-control-becomes-a-new-enterprise-resilience-priority-ycdl8bgva) ```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":"AI control becomes a new enterprise resilience priority","url":"https://daily.dev/posts/ai-control-becomes-a-new-enterprise-resilience-priority-ycdl8bgva","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/ai-control-becomes-a-new-enterprise-resilience-priority-ycdl8bgva"},"datePublished":"2026-10-01T12:37:34.085Z","dateModified":"2026-10-01T12:37:54.232Z","description":"Enterprises are increasingly adopting runtime control mechanisms, such as feature flags and AI 'kill switches,' as AI writes more production code and becomes...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/b7b6f5cd2626b183a74d9643672934fc?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/b7b6f5cd2626b183a74d9643672934fc?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"The Next Web","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":"The Next Web","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tnw","url":"https://daily.dev/sources/tnw"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/ai-control-becomes-a-new-enterprise-resilience-priority-ycdl8bgva","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"gcp,ai-governance","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"The Next Web","item":"https://daily.dev/sources/tnw"},{"@type":"ListItem","position":3,"name":"AI control becomes a new enterprise resilience priority"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/ai-control-becomes-a-new-enterprise-resilience-priority-ycdl8bgva#faq","mainEntity":[{"@type":"Question","name":"What caused the June 2025 Google Cloud outage and what safeguard was missing?","acceptedAnswer":{"@type":"Answer","text":"A new feature was activated globally instead of through a gradual rollout, and when it triggered failures, the broad deployment caused immediate impact across multiple regions and services, including third-party platforms. 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