--- title: DataAgent Emerges From Stealth To Bring Autonomous... description: DataAgent launched out of stealth with $10 million in pre-seed funding for an agentic AI platform that autonomously detects and remediates Kubernetes... canonical: https://daily.dev/posts/dataagent-emerges-from-stealth-to-bring-autonomous-remediation-to-kubernetes-3ndwig6h7 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes | daily.dev og:description: DataAgent launched out of stealth with $10 million in pre-seed funding for an agentic AI platform that autonomously detects and remediates Kubernetes... og:url: https://daily.dev/posts/dataagent-emerges-from-stealth-to-bring-autonomous-remediation-to-kubernetes-3ndwig6h7 og:image: https://api.daily.dev/og/posts/3ndWIG6h7.png og:image:alt: DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes 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. # DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes **[Container Journal](https://daily.dev/sources/container_journal)** · 3 min read · 0 upvotes · 0 comments ## Summary DataAgent launched out of stealth with $10 million in pre-seed funding for an agentic AI platform that autonomously detects and remediates Kubernetes production failures, such as restarting, scaling, or rolling back workloads, before performing root cause analysis. It runs as an in-cluster overlay alongside existing observability tools, uses a discovery phase to learn which failure types it can safely act on, and pairs production remediation with a pre-deployment engine that blocks risky changes. Telemetry is processed locally to cut observability costs, and the underlying in-cluster agent is open source with a paid SaaS tier for fleet management. The company was founded by CEO Ishay Yaari and CTO Nati Shalom, former colleagues at Cloudify, and the round was led by MizMaa Ventures and Alicorn Venture Partners. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What does DataAgent's Kubernetes remediation platform actually do? DataAgent is an agentic AI platform that runs inside Kubernetes control planes and automatically detects and fixes production failures, such as restarting, scaling, or rolling back workloads, before performing deeper root cause analysis. It integrates as a lightweight overlay with existing observability tools, uses a discovery phase to learn which failure categories it can safely handle automatically, and can route unfamiliar issues to engineers or through existing change management processes. _Teams evaluating autonomous remediation tools for kubernetes can track launches like this on daily.dev._ ### Is DataAgent's Kubernetes agent open source? Yes, the in-cluster agent that performs local telemetry processing is open source and free to run standalone. A paid SaaS tier adds fleet management and orchestration on top of it. The company says processing telemetry locally rather than sending it externally can also reduce observability costs. _Developers comparing open source and paid tiers for observability tooling follow updates like this on daily.dev._ ### Who founded DataAgent and how much funding did it raise? DataAgent was founded in January by CEO Ishay Yaari and CTO Nati Shalom, who previously worked together at cloud orchestration company Cloudify before Dell acquired it in 2023. The company raised $10 million in a pre-seed round led by MizMaa Ventures and Alicorn Venture Partners. _Readers tracking new entrants in cloud native tooling can follow funding news like this on daily.dev._ ## Similar posts on daily.dev - [Agentic Operations for Kubernetes: AI Agents Replacing Manual K8s Management](https://daily.dev/posts/agentic-operations-for-kubernetes-ai-agents-replacing-manual-k8s-management-unlr4pesj) · Cast AI · 1 upvotes · 0 comments - [Disrupting the presentation layer using autonomous workflows](https://daily.dev/posts/disrupting-the-presentation-layer-using-autonomous-workflows-39mmuoyi0) · Google Open Source Blog · 10 upvotes · 0 comments --- Tags: [#kubernetes](https://daily.dev/tags/kubernetes), [#ai-agents](https://daily.dev/tags/ai-agents), [#observability](https://daily.dev/tags/observability) [View this post on daily.dev](https://daily.dev/posts/dataagent-emerges-from-stealth-to-bring-autonomous-remediation-to-kubernetes-3ndwig6h7) ```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":"DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes","url":"https://daily.dev/posts/dataagent-emerges-from-stealth-to-bring-autonomous-remediation-to-kubernetes-3ndwig6h7","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/dataagent-emerges-from-stealth-to-bring-autonomous-remediation-to-kubernetes-3ndwig6h7"},"datePublished":"2026-09-01T23:48:07.615Z","dateModified":"2026-09-01T23:56:43.155Z","description":"DataAgent launched out of stealth with $10 million in pre-seed funding for an agentic AI platform that autonomously detects and remediates Kubernetes...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/93965b6d7c5daf304bb3d2352f710c97?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/93965b6d7c5daf304bb3d2352f710c97?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Container Journal","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":"Container Journal","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/45be8dbd2bbe4dd6ac35de519c6e4cd2","url":"https://daily.dev/sources/container_journal"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/dataagent-emerges-from-stealth-to-bring-autonomous-remediation-to-kubernetes-3ndwig6h7","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"kubernetes,ai-agents,observability","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Container Journal","item":"https://daily.dev/sources/container_journal"},{"@type":"ListItem","position":3,"name":"DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/dataagent-emerges-from-stealth-to-bring-autonomous-remediation-to-kubernetes-3ndwig6h7#faq","mainEntity":[{"@type":"Question","name":"What does DataAgent's Kubernetes remediation platform actually do?","acceptedAnswer":{"@type":"Answer","text":"DataAgent is an agentic AI platform that runs inside Kubernetes control planes and automatically detects and fixes production failures, such as restarting, scaling, or rolling back workloads, before performing deeper root cause analysis. 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