[{"data":1,"prerenderedAt":790},["ShallowReactive",2],{"/en-us/blog/the-devops-platform-series-building-a-business-case":3,"navigation-en-us":36,"banner-en-us":436,"footer-en-us":446,"blog-post-authors-en-us-Lee Faus":685,"blog-related-posts-en-us-the-devops-platform-series-building-a-business-case":699,"assessment-promotions-en-us":742,"next-steps-en-us":780},{"id":4,"title":5,"authorSlugs":6,"body":8,"categorySlug":9,"config":10,"content":14,"description":8,"extension":24,"isFeatured":12,"meta":25,"navigation":26,"path":27,"publishedDate":20,"seo":28,"stem":32,"tagSlugs":33,"__hash__":35},"blogPosts/en-us/blog/the-devops-platform-series-building-a-business-case.yml","The Devops Platform Series Building A Business Case",[7],"lee-faus",null,"devsecops",{"slug":11,"featured":12,"template":13},"the-devops-platform-series-building-a-business-case",false,"BlogPost",{"title":15,"description":16,"authors":17,"heroImage":19,"date":20,"body":21,"category":9,"tags":22},"The DevOps Platform series: Building a business case","Understanding the need for a DevOps platform is key to realizing the business value of DevSecOps. This is the first in a three-part series.",[18],"Lee Faus","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749668185/Blog/Hero%20Images/Chorus_case_study.png","2022-02-03","\n\n\n_This is the first in a three-part series._\n\nOver the past five years, I’ve spent a lot of time with executives having them question me about how other companies and their competitors are navigating [DevSecOps](https://about.gitlab.com/blog/gitlab-is-setting-standard-for-devsecops/). This series shares how to introduce a DevOps platform into your organization to support DevSecOps.\n\n## Realizing the need for DevOps\n\nWhen I was at GitHub, I had a partner at Accenture who provided me with a great definition of DevOps that I still use today: “It is the combination of agility, collaboration, and automation that drives DevOps.” This struck a chord with me because at the time execs were “promoting” DevOps with Jira, GitHub, and Jenkins. They just needed to form a DevOps team to manage these products and provide the integration between them. Then they could mark DevOps off their KPIs for the next year and move on to the next set of challenges.\n\nUnfortunately, this only created more challenges. Tying these products together required a significant amount of work and the people in charge of this integration were usually operations folks or consultants who were more familiar with business continuity plans, standard operating procedures, high availability, and disaster recovery than writing custom code to provide a better experience for users.\n\nThey needed functionality that would capture metrics for team leads, managers, and executives so they could understand how the platform being built was driving customer adoption, increasing revenue or reducing costs. But capturing metrics meant engineering work that led to internal dogfooding. Also, people new to the field of platform engineering were not happy with the solutions they were presented with.\n\nThe entire process led to new evaluations of different products and additional stakeholders. We started managing infrastructure as code, testing tools, security, and deployment tools as part of this solution. We were no longer just building integrations, we were building a developer platform or what most of the executives I talked to called a “Developer Self-Service Platform.”\n\n## The cost of disparate DevOps tools\n\nThe executives I talk to now know this story as they were probably in charge of building this platform five years ago and have since been promoted to own more than just the tooling: Today they’re in charge of site reliability, cloud adoption, or platform engineering. Their teams have anywhere from 10 to 50 different tools, each with their own unique use case. The challenge now is to leverage these tools in a way that they were never intended to be used.\n\nExecutives need data and analytics to optimize their business. This means collecting the data from all of the tools in a meaningful way where they can build analytical models for them to budget, plan, and report on the state of the business. I know of five Fortune 100 companies that have been on this path for more than three years and are still waiting to provide the first dashboard to their executive teams.\n\nThese companies have easily invested “eight figure” budgets to account for the people, process, culture, and tooling changes required to try and make this work. The total cost of ownership could total more than $10 million when you look at the department's profit and loss statements. The return on investment would take over five years *if* the team is able to generate or reduce costs by an additional $5 million a year in new revenue with a fully integrated platform that is live today.\n\nUnfortunately, people realize quickly that just extracting the data from the tools is not enough. There is context in the conversations that drives real-time decisions and those nuances often don’t make it into the analytical stores. The end result can be knee-jerk business decisions that can be detrimental to the business for years to come.\n\n## Understanding DevOps platform requirements\n\nLet’s begin with a simple question: Do you have requirements for this platform? You are about to embark on building an internal platform for your company. You want to leverage your intellectual capital and experience to drive innovation and create efficiencies that allow you to more effectively run your business for years to come.\n\nIf you don’t have requirements, you should start with a [value stream assessment](https://handbook.gitlab.com/handbook/solutions-architects/sa-practices/value-stream-discovery/) to create them. This value stream assessment looks at your lines of business, the processes used to create artifacts, and the time it takes to get those artifacts to a place where they can be used to generate revenue, retain existing customers, or generate business efficiencies.\n\nOnce you have these metrics, measure the time from initial sourcing of the need to the number of people required to touch the artifact and ensure the quality and security of it as it moves across different environments. Divide that result by the time it takes to go from initial change to a production environment.\n\nThe more touchpoints in this process, the more costs will increase and so will the risk of software supply chain issues. Think of this like an assembly line: The hand-offs between touchpoints will require you to implement quality frameworks like [supply chain levels for software artifacts](https://slsa.dev/) to ensure chain of custody for audit and compliance needs. These challenges just keep getting bigger as you try to add additional tools to this platform.\n\nIs it possible to meet all of your requirements with a single product? Try GitLab to see what requirements we can help you meet. The only way to start capturing ROI is to stop building *your* platform today. If you don’t stop building it, you are still capturing costs and every tool you add chips away at the economies of scale. You can think of every new product as one input and one output. This means to go from four tools to five tools you are adding an additional 100 connections to be integrated together. It takes engineering time to properly integrate a product into the overall software supply chain instead of consuming the capabilities as a platform-enabled service that you can use out of the box to meet your requirements.\n\nIf you are interested in learning more about doing a value stream assessment – or if you have done one and looking for ways to build efficiencies inside your organization – please let me know and we can work together to help make the best choice for your organization, even if it means continuing with a platform you already started building.\n\n_In the next part of this series, we will look at how different vendors define the term “platform” and their motivation behind helping you achieve your requirements._\n",[23],"DevOps","yml",{},true,"/en-us/blog/the-devops-platform-series-building-a-business-case",{"title":15,"description":16,"ogTitle":15,"ogDescription":16,"noIndex":12,"ogImage":19,"ogUrl":29,"ogSiteName":30,"ogType":31,"canonicalUrls":29},"https://about.gitlab.com/blog/the-devops-platform-series-building-a-business-case","https://about.gitlab.com","article","en-us/blog/the-devops-platform-series-building-a-business-case",[34],"devops","JzTxAKpjlOUU6Y3_jrLurbJ5sUVAdw8m4yCEYqD7-HQ",{"data":37},{"logo":38,"freeTrial":43,"sales":48,"login":53,"items":58,"search":366,"minimal":397,"duo":416,"pricingDeployment":426},{"config":39},{"href":40,"dataGaName":41,"dataGaLocation":42},"/","gitlab logo","header",{"text":44,"config":45},"Get free trial",{"href":46,"dataGaName":47,"dataGaLocation":42},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":49,"config":50},"Talk to sales",{"href":51,"dataGaName":52,"dataGaLocation":42},"/sales/","sales",{"text":54,"config":55},"Sign in",{"href":56,"dataGaName":57,"dataGaLocation":42},"https://gitlab.com/users/sign_in/","sign in",[59,86,181,186,287,347],{"text":60,"config":61,"cards":63},"Platform",{"dataNavLevelOne":62},"platform",[64,70,78],{"title":60,"description":65,"link":66},"The intelligent orchestration platform for DevSecOps",{"text":67,"config":68},"Explore our Platform",{"href":69,"dataGaName":62,"dataGaLocation":42},"/platform/",{"title":71,"description":72,"link":73},"GitLab Duo Agent Platform","Agentic AI for the entire software lifecycle",{"text":74,"config":75},"Meet GitLab Duo",{"href":76,"dataGaName":77,"dataGaLocation":42},"/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":79,"description":80,"link":81},"Why GitLab","See the top reasons enterprises choose GitLab",{"text":82,"config":83},"Learn more",{"href":84,"dataGaName":85,"dataGaLocation":42},"/why-gitlab/","why gitlab",{"text":87,"left":26,"config":88,"link":90,"lists":94,"footer":163},"Product",{"dataNavLevelOne":89},"solutions",{"text":91,"config":92},"View all Solutions",{"href":93,"dataGaName":89,"dataGaLocation":42},"/solutions/",[95,119,142],{"title":96,"description":97,"link":98,"items":103},"Automation","CI/CD and automation to accelerate deployment",{"config":99},{"icon":100,"href":101,"dataGaName":102,"dataGaLocation":42},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[104,108,111,115],{"text":105,"config":106},"CI/CD",{"href":107,"dataGaLocation":42,"dataGaName":105},"/solutions/continuous-integration/",{"text":71,"config":109},{"href":76,"dataGaLocation":42,"dataGaName":110},"gitlab duo agent platform - product menu",{"text":112,"config":113},"Source Code Management",{"href":114,"dataGaLocation":42,"dataGaName":112},"/solutions/source-code-management/",{"text":116,"config":117},"Automated Software Delivery",{"href":101,"dataGaLocation":42,"dataGaName":118},"Automated software delivery",{"title":120,"description":121,"link":122,"items":127},"Security","Deliver code faster without compromising security",{"config":123},{"href":124,"dataGaName":125,"dataGaLocation":42,"icon":126},"/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[128,132,137],{"text":129,"config":130},"Application Security Testing",{"href":124,"dataGaName":131,"dataGaLocation":42},"Application security testing",{"text":133,"config":134},"Software Supply Chain Security",{"href":135,"dataGaLocation":42,"dataGaName":136},"/solutions/supply-chain/","Software supply chain security",{"text":138,"config":139},"Software Compliance",{"href":140,"dataGaName":141,"dataGaLocation":42},"/solutions/software-compliance/","software compliance",{"title":143,"link":144,"items":149},"Measurement",{"config":145},{"icon":146,"href":147,"dataGaName":148,"dataGaLocation":42},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[150,154,158],{"text":151,"config":152},"Visibility & Measurement",{"href":147,"dataGaLocation":42,"dataGaName":153},"Visibility and Measurement",{"text":155,"config":156},"Value Stream Management",{"href":157,"dataGaLocation":42,"dataGaName":155},"/solutions/value-stream-management/",{"text":159,"config":160},"Analytics & Insights",{"href":161,"dataGaLocation":42,"dataGaName":162},"/solutions/analytics-and-insights/","Analytics and insights",{"title":164,"items":165},"GitLab for",[166,171,176],{"text":167,"config":168},"Enterprise",{"href":169,"dataGaLocation":42,"dataGaName":170},"/enterprise/","enterprise",{"text":172,"config":173},"Small Business",{"href":174,"dataGaLocation":42,"dataGaName":175},"/small-business/","small business",{"text":177,"config":178},"Public Sector",{"href":179,"dataGaLocation":42,"dataGaName":180},"/solutions/public-sector/","public sector",{"text":182,"config":183},"Pricing",{"href":184,"dataGaName":185,"dataGaLocation":42,"dataNavLevelOne":185},"/pricing/","pricing",{"text":187,"config":188,"link":190,"lists":194,"feature":274},"Resources",{"dataNavLevelOne":189},"resources",{"text":191,"config":192},"View all resources",{"href":193,"dataGaName":189,"dataGaLocation":42},"/resources/",[195,228,246],{"title":196,"items":197},"Getting started",[198,203,208,213,218,223],{"text":199,"config":200},"Install",{"href":201,"dataGaName":202,"dataGaLocation":42},"/install/","install",{"text":204,"config":205},"Quick start guides",{"href":206,"dataGaName":207,"dataGaLocation":42},"/get-started/","quick setup checklists",{"text":209,"config":210},"Learn",{"href":211,"dataGaLocation":42,"dataGaName":212},"https://university.gitlab.com/","learn",{"text":214,"config":215},"Product documentation",{"href":216,"dataGaName":217,"dataGaLocation":42},"https://docs.gitlab.com/","product documentation",{"text":219,"config":220},"Best practice videos",{"href":221,"dataGaName":222,"dataGaLocation":42},"/getting-started-videos/","best practice videos",{"text":224,"config":225},"Integrations",{"href":226,"dataGaName":227,"dataGaLocation":42},"/integrations/","integrations",{"title":229,"items":230},"Discover",[231,236,241],{"text":232,"config":233},"Customer success stories",{"href":234,"dataGaName":235,"dataGaLocation":42},"/customers/","customer success stories",{"text":237,"config":238},"Blog",{"href":239,"dataGaName":240,"dataGaLocation":42},"/blog/","blog",{"text":242,"config":243},"Remote",{"href":244,"dataGaName":245,"dataGaLocation":42},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":247,"items":248},"Connect",[249,254,259,264,269],{"text":250,"config":251},"GitLab Services",{"href":252,"dataGaName":253,"dataGaLocation":42},"/services/","services",{"text":255,"config":256},"Community",{"href":257,"dataGaName":258,"dataGaLocation":42},"/community/","community",{"text":260,"config":261},"Forum",{"href":262,"dataGaName":263,"dataGaLocation":42},"https://forum.gitlab.com/","forum",{"text":265,"config":266},"Events",{"href":267,"dataGaName":268,"dataGaLocation":42},"/events/","events",{"text":270,"config":271},"Partners",{"href":272,"dataGaName":273,"dataGaLocation":42},"/partners/","partners",{"backgroundColor":275,"textColor":276,"text":277,"image":278,"link":282},"#2f2a6b","#fff","Insights for the future of software development",{"altText":279,"config":280},"the source promo card",{"src":281},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758208064/dzl0dbift9xdizyelkk4.svg",{"text":283,"config":284},"Read the latest",{"href":285,"dataGaName":286,"dataGaLocation":42},"/the-source/","the source",{"text":288,"config":289,"lists":291},"Company",{"dataNavLevelOne":290},"company",[292],{"items":293},[294,299,305,307,312,317,322,327,332,337,342],{"text":295,"config":296},"About",{"href":297,"dataGaName":298,"dataGaLocation":42},"/company/","about",{"text":300,"config":301,"footerGa":304},"Jobs",{"href":302,"dataGaName":303,"dataGaLocation":42},"/jobs/","jobs",{"dataGaName":303},{"text":265,"config":306},{"href":267,"dataGaName":268,"dataGaLocation":42},{"text":308,"config":309},"Leadership",{"href":310,"dataGaName":311,"dataGaLocation":42},"/company/team/e-group/","leadership",{"text":313,"config":314},"Team",{"href":315,"dataGaName":316,"dataGaLocation":42},"/company/team/","team",{"text":318,"config":319},"Handbook",{"href":320,"dataGaName":321,"dataGaLocation":42},"https://handbook.gitlab.com/","handbook",{"text":323,"config":324},"Investor relations",{"href":325,"dataGaName":326,"dataGaLocation":42},"https://ir.gitlab.com/","investor relations",{"text":328,"config":329},"Trust Center",{"href":330,"dataGaName":331,"dataGaLocation":42},"/security/","trust center",{"text":333,"config":334},"AI Transparency Center",{"href":335,"dataGaName":336,"dataGaLocation":42},"/ai-transparency-center/","ai transparency center",{"text":338,"config":339},"Newsletter",{"href":340,"dataGaName":341,"dataGaLocation":42},"/company/contact/#contact-forms","newsletter",{"text":343,"config":344},"Press",{"href":345,"dataGaName":346,"dataGaLocation":42},"/press/","press",{"text":348,"config":349,"lists":350},"Contact us",{"dataNavLevelOne":290},[351],{"items":352},[353,356,361],{"text":49,"config":354},{"href":51,"dataGaName":355,"dataGaLocation":42},"talk to sales",{"text":357,"config":358},"Support portal",{"href":359,"dataGaName":360,"dataGaLocation":42},"https://support.gitlab.com","support portal",{"text":362,"config":363},"Customer portal",{"href":364,"dataGaName":365,"dataGaLocation":42},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":367,"login":368,"suggestions":375},"Close",{"text":369,"link":370},"To search repositories and projects, login to",{"text":371,"config":372},"gitlab.com",{"href":56,"dataGaName":373,"dataGaLocation":374},"search login","search",{"text":376,"default":377},"Suggestions",[378,380,384,386,390,394],{"text":71,"config":379},{"href":76,"dataGaName":71,"dataGaLocation":374},{"text":381,"config":382},"Code Suggestions (AI)",{"href":383,"dataGaName":381,"dataGaLocation":374},"/solutions/code-suggestions/",{"text":105,"config":385},{"href":107,"dataGaName":105,"dataGaLocation":374},{"text":387,"config":388},"GitLab on AWS",{"href":389,"dataGaName":387,"dataGaLocation":374},"/partners/technology-partners/aws/",{"text":391,"config":392},"GitLab on Google Cloud",{"href":393,"dataGaName":391,"dataGaLocation":374},"/partners/technology-partners/google-cloud-platform/",{"text":395,"config":396},"Why GitLab?",{"href":84,"dataGaName":395,"dataGaLocation":374},{"freeTrial":398,"mobileIcon":403,"desktopIcon":408,"secondaryButton":411},{"text":399,"config":400},"Start free trial",{"href":401,"dataGaName":47,"dataGaLocation":402},"https://gitlab.com/-/trials/new/","nav",{"altText":404,"config":405},"Gitlab Icon",{"src":406,"dataGaName":407,"dataGaLocation":402},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":404,"config":409},{"src":410,"dataGaName":407,"dataGaLocation":402},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":412,"config":413},"Get Started",{"href":414,"dataGaName":415,"dataGaLocation":402},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/compare/gitlab-vs-github/","get started",{"freeTrial":417,"mobileIcon":422,"desktopIcon":424},{"text":418,"config":419},"Learn more about GitLab Duo",{"href":420,"dataGaName":421,"dataGaLocation":402},"/gitlab-duo/","gitlab duo",{"altText":404,"config":423},{"src":406,"dataGaName":407,"dataGaLocation":402},{"altText":404,"config":425},{"src":410,"dataGaName":407,"dataGaLocation":402},{"freeTrial":427,"mobileIcon":432,"desktopIcon":434},{"text":428,"config":429},"Back to pricing",{"href":184,"dataGaName":430,"dataGaLocation":402,"icon":431},"back to pricing","GoBack",{"altText":404,"config":433},{"src":406,"dataGaName":407,"dataGaLocation":402},{"altText":404,"config":435},{"src":410,"dataGaName":407,"dataGaLocation":402},{"title":437,"button":438,"config":443},"See how agentic AI transforms software delivery",{"text":439,"config":440},"Watch GitLab Transcend now",{"href":441,"dataGaName":442,"dataGaLocation":42},"/events/transcend/virtual/","transcend event",{"layout":444,"icon":445},"release","AiStar",{"data":447},{"text":448,"source":449,"edit":455,"contribute":460,"config":465,"items":470,"minimal":674},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":450,"config":451},"View page source",{"href":452,"dataGaName":453,"dataGaLocation":454},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":456,"config":457},"Edit this page",{"href":458,"dataGaName":459,"dataGaLocation":454},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":461,"config":462},"Please contribute",{"href":463,"dataGaName":464,"dataGaLocation":454},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":466,"facebook":467,"youtube":468,"linkedin":469},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[471,518,569,613,640],{"title":182,"links":472,"subMenu":487},[473,477,482],{"text":474,"config":475},"View plans",{"href":184,"dataGaName":476,"dataGaLocation":454},"view plans",{"text":478,"config":479},"Why Premium?",{"href":480,"dataGaName":481,"dataGaLocation":454},"/pricing/premium/","why premium",{"text":483,"config":484},"Why Ultimate?",{"href":485,"dataGaName":486,"dataGaLocation":454},"/pricing/ultimate/","why ultimate",[488],{"title":489,"links":490},"Contact Us",[491,494,496,498,503,508,513],{"text":492,"config":493},"Contact sales",{"href":51,"dataGaName":52,"dataGaLocation":454},{"text":357,"config":495},{"href":359,"dataGaName":360,"dataGaLocation":454},{"text":362,"config":497},{"href":364,"dataGaName":365,"dataGaLocation":454},{"text":499,"config":500},"Status",{"href":501,"dataGaName":502,"dataGaLocation":454},"https://status.gitlab.com/","status",{"text":504,"config":505},"Terms of use",{"href":506,"dataGaName":507,"dataGaLocation":454},"/terms/","terms of use",{"text":509,"config":510},"Privacy statement",{"href":511,"dataGaName":512,"dataGaLocation":454},"/privacy/","privacy statement",{"text":514,"config":515},"Cookie preferences",{"dataGaName":516,"dataGaLocation":454,"id":517,"isOneTrustButton":26},"cookie preferences","ot-sdk-btn",{"title":87,"links":519,"subMenu":528},[520,524],{"text":521,"config":522},"DevSecOps platform",{"href":69,"dataGaName":523,"dataGaLocation":454},"devsecops platform",{"text":525,"config":526},"AI-Assisted Development",{"href":420,"dataGaName":527,"dataGaLocation":454},"ai-assisted development",[529],{"title":530,"links":531},"Topics",[532,537,542,545,550,554,559,564],{"text":533,"config":534},"CICD",{"href":535,"dataGaName":536,"dataGaLocation":454},"/topics/ci-cd/","cicd",{"text":538,"config":539},"GitOps",{"href":540,"dataGaName":541,"dataGaLocation":454},"/topics/gitops/","gitops",{"text":23,"config":543},{"href":544,"dataGaName":34,"dataGaLocation":454},"/topics/devops/",{"text":546,"config":547},"Version Control",{"href":548,"dataGaName":549,"dataGaLocation":454},"/topics/version-control/","version control",{"text":551,"config":552},"DevSecOps",{"href":553,"dataGaName":9,"dataGaLocation":454},"/topics/devsecops/",{"text":555,"config":556},"Cloud Native",{"href":557,"dataGaName":558,"dataGaLocation":454},"/topics/cloud-native/","cloud native",{"text":560,"config":561},"AI for Coding",{"href":562,"dataGaName":563,"dataGaLocation":454},"/topics/devops/ai-for-coding/","ai for coding",{"text":565,"config":566},"Agentic AI",{"href":567,"dataGaName":568,"dataGaLocation":454},"/topics/agentic-ai/","agentic ai",{"title":570,"links":571},"Solutions",[572,574,576,581,585,588,592,595,597,600,603,608],{"text":129,"config":573},{"href":124,"dataGaName":129,"dataGaLocation":454},{"text":118,"config":575},{"href":101,"dataGaName":102,"dataGaLocation":454},{"text":577,"config":578},"Agile development",{"href":579,"dataGaName":580,"dataGaLocation":454},"/solutions/agile-delivery/","agile delivery",{"text":582,"config":583},"SCM",{"href":114,"dataGaName":584,"dataGaLocation":454},"source code management",{"text":533,"config":586},{"href":107,"dataGaName":587,"dataGaLocation":454},"continuous integration & delivery",{"text":589,"config":590},"Value stream management",{"href":157,"dataGaName":591,"dataGaLocation":454},"value stream management",{"text":538,"config":593},{"href":594,"dataGaName":541,"dataGaLocation":454},"/solutions/gitops/",{"text":167,"config":596},{"href":169,"dataGaName":170,"dataGaLocation":454},{"text":598,"config":599},"Small business",{"href":174,"dataGaName":175,"dataGaLocation":454},{"text":601,"config":602},"Public sector",{"href":179,"dataGaName":180,"dataGaLocation":454},{"text":604,"config":605},"Education",{"href":606,"dataGaName":607,"dataGaLocation":454},"/solutions/education/","education",{"text":609,"config":610},"Financial services",{"href":611,"dataGaName":612,"dataGaLocation":454},"/solutions/finance/","financial services",{"title":187,"links":614},[615,617,619,621,624,626,628,630,632,634,636,638],{"text":199,"config":616},{"href":201,"dataGaName":202,"dataGaLocation":454},{"text":204,"config":618},{"href":206,"dataGaName":207,"dataGaLocation":454},{"text":209,"config":620},{"href":211,"dataGaName":212,"dataGaLocation":454},{"text":214,"config":622},{"href":216,"dataGaName":623,"dataGaLocation":454},"docs",{"text":237,"config":625},{"href":239,"dataGaName":240,"dataGaLocation":454},{"text":232,"config":627},{"href":234,"dataGaName":235,"dataGaLocation":454},{"text":242,"config":629},{"href":244,"dataGaName":245,"dataGaLocation":454},{"text":250,"config":631},{"href":252,"dataGaName":253,"dataGaLocation":454},{"text":255,"config":633},{"href":257,"dataGaName":258,"dataGaLocation":454},{"text":260,"config":635},{"href":262,"dataGaName":263,"dataGaLocation":454},{"text":265,"config":637},{"href":267,"dataGaName":268,"dataGaLocation":454},{"text":270,"config":639},{"href":272,"dataGaName":273,"dataGaLocation":454},{"title":288,"links":641},[642,644,646,648,650,652,654,658,663,665,667,669],{"text":295,"config":643},{"href":297,"dataGaName":290,"dataGaLocation":454},{"text":300,"config":645},{"href":302,"dataGaName":303,"dataGaLocation":454},{"text":308,"config":647},{"href":310,"dataGaName":311,"dataGaLocation":454},{"text":313,"config":649},{"href":315,"dataGaName":316,"dataGaLocation":454},{"text":318,"config":651},{"href":320,"dataGaName":321,"dataGaLocation":454},{"text":323,"config":653},{"href":325,"dataGaName":326,"dataGaLocation":454},{"text":655,"config":656},"Sustainability",{"href":657,"dataGaName":655,"dataGaLocation":454},"/sustainability/",{"text":659,"config":660},"Diversity, inclusion and belonging (DIB)",{"href":661,"dataGaName":662,"dataGaLocation":454},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":328,"config":664},{"href":330,"dataGaName":331,"dataGaLocation":454},{"text":338,"config":666},{"href":340,"dataGaName":341,"dataGaLocation":454},{"text":343,"config":668},{"href":345,"dataGaName":346,"dataGaLocation":454},{"text":670,"config":671},"Modern Slavery Transparency Statement",{"href":672,"dataGaName":673,"dataGaLocation":454},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":675},[676,679,682],{"text":677,"config":678},"Terms",{"href":506,"dataGaName":507,"dataGaLocation":454},{"text":680,"config":681},"Cookies",{"dataGaName":516,"dataGaLocation":454,"id":517,"isOneTrustButton":26},{"text":683,"config":684},"Privacy",{"href":511,"dataGaName":512,"dataGaLocation":454},[686],{"id":687,"title":18,"body":8,"config":688,"content":690,"description":8,"extension":24,"meta":694,"navigation":26,"path":695,"seo":696,"stem":697,"__hash__":698},"blogAuthors/en-us/blog/authors/lee-faus.yml",{"template":689},"BlogAuthor",{"name":18,"config":691},{"headshot":692,"ctfId":693},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749666427/Blog/Author%20Headshots/lee_faus_headshot.png","lfaus",{},"/en-us/blog/authors/lee-faus",{},"en-us/blog/authors/lee-faus","04Fw4i1CEaH_vGziBqiwiIvD90KiHcu7XOjrU_VAkUo",[700,715,729],{"content":701,"config":713},{"description":702,"authors":703,"heroImage":705,"date":706,"title":707,"body":708,"category":9,"tags":709},"AI-generated code is 34% of development work. Discover how to balance productivity gains with quality, reliability, and security.",[704],"Manav Khurana","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767982271/e9ogyosmuummq7j65zqg.png","2026-01-08","AI is reshaping DevSecOps: Attend GitLab Transcend to see what’s next","AI promises a step change in innovation velocity, but most software teams are hitting a wall. According to our latest [Global DevSecOps Report](https://about.gitlab.com/developer-survey/), AI-generated code now accounts for 34% of all development work. Yet 70% of DevSecOps professionals report that AI is making compliance management more difficult, and 76% say agentic AI will create unprecedented security challenges.\n\nThis is the AI paradox: AI accelerates coding, but software delivery slows down as teams struggle to test, secure, and deploy all that code.\n\n## Productivity gains meet workflow bottlenecks\nThe problem isn't AI itself. It's how software gets built today. The traditional DevSecOps lifecycle contains hundreds of small tasks that developers must navigate manually: updating tickets, running tests, requesting reviews, waiting for approvals, fixing merge conflicts, addressing security findings. These tasks drain an average of seven hours per week from every team member, according to our research.\n\nDevelopment teams are producing code faster than ever, but that code still crawls through fragmented toolchains, manual handoffs, and disconnected processes. In fact, 60% of DevSecOps teams use more than five tools for software development overall, and 49% use more than five AI tools. This fragmentation creates collaboration barriers, with 94% of DevSecOps professionals experiencing factors that limit collaboration in the software development lifecycle.\n\nThe answer isn't more tools. It's intelligent orchestration that brings software teams and their AI agents together across projects and release cycles, with enterprise-grade security, governance, and compliance built in.\n\n## Seeking deeper human-AI partnerships\nDevSecOps professionals don't want AI to take over — they want reliable partnerships. The vast majority (82%) say using agentic AI would increase their job satisfaction, and 43% envision an ideal future with a 50/50 split between human and AI contributions. They're ready to trust AI with 37% of their daily tasks without human review, particularly for documentation, test writing, and code reviews.\n\nWhat we heard resoundingly from DevSecOps professionals is that AI won't replace them; rather, it will fundamentally reshape their roles. 83% of DevSecOps professionals believe AI will significantly change their work within five years, and notably, 76% think this will create more engineering jobs, not fewer. As coding becomes easier with AI, engineers who can architect systems, ensure quality, and apply business context will be in high demand.\n\nCritically, 88% agree there are essential human qualities that AI will never fully replace, including creativity, innovation, collaboration, and strategic vision.\n\nSo how can organizations bridge the gap between AI’s promise and the reality of fragmented workflows?\n\n## Join us at GitLab Transcend: Explore how to drive real value with agentic AI\nOn February 10, 2026, GitLab will be hosting Transcend, where we'll reveal how intelligent orchestration transforms AI-powered software development. You'll get a first look at GitLab's upcoming product roadmap and learn how teams are solving real-world challenges by modernizing development workflows with AI.\n\nOrganizations winning in this new era balance AI adoption with security, compliance, and platform consolidation. AI offers genuine productivity gains when implemented thoughtfully — not by replacing human developers, but by freeing DevSecOps professionals to focus on strategic thinking and creative innovation.\n\n[Register for Transcend today](https://about.gitlab.com/events/transcend/virtual/) to secure your spot and discover how intelligent orchestration can help your software teams stay in flow.",[710,711,712],"AI/ML","DevOps platform","security",{"featured":26,"template":13,"slug":714},"ai-is-reshaping-devsecops-attend-gitlab-transcend-to-see-whats-next",{"content":716,"config":727},{"title":717,"description":718,"authors":719,"heroImage":721,"date":722,"body":723,"category":9,"tags":724},"Atlassian ending Data Center as GitLab maintains deployment choice","As Atlassian transitions Data Center customers to cloud-only, GitLab presents a menu of deployment choices that map to business needs.",[720],"Emilio Salvador","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098354/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%281%29_5XrohmuWBNuqL89BxVUzWm_1750098354056.png","2025-10-07","Change is never easy, especially when it's not your choice. Atlassian's announcement that [all Data Center products will reach end-of-life by March 28, 2029](https://www.atlassian.com/blog/announcements/atlassian-ascend), means thousands of organizations must now reconsider their DevSecOps deployment and infrastructure. But you don't have to settle for deployment options that don't fit your needs. GitLab maintains your freedom to choose — whether you need self-managed for compliance, cloud for convenience, or hybrid for flexibility — all within a single AI-powered DevSecOps platform that respects your requirements.\n\nWhile other vendors force migrations to cloud-only architectures, GitLab remains committed to supporting the deployment choices that match your business needs. Whether you're managing sensitive government data, operating in air-gapped environments, or simply prefer the control of self-managed deployments, we understand that one size doesn't fit all.\n\n## The cloud isn't the answer for everyone\n\nFor the many companies that invested millions of dollars in Data Center deployments, including those that migrated to Data Center [after its Server products were discontinued](https://about.gitlab.com/blog/atlassian-server-ending-move-to-a-single-devsecops-platform/), this announcement represents more than a product sunset. It signals a fundamental shift away from customer-centric architecture choices, forcing enterprises into difficult positions: accept a deployment model that doesn't fit their needs, or find a vendor that respects their requirements.\n\nMany of the organizations requiring self-managed deployments represent some of the world's most important organizations: healthcare systems protecting patient data, financial institutions managing trillions in assets, government agencies safeguarding national security, and defense contractors operating in air-gapped environments.\n\nThese organizations don't choose self-managed deployments for convenience; they choose them for compliance, security, and sovereignty requirements that cloud-only architectures simply cannot meet. Organizations operating in closed environments with restricted or no internet access aren't exceptions — they represent a significant portion of enterprise customers across various industries.\n\n![GitLab vs. Atlassian comparison table](https://res.cloudinary.com/about-gitlab-com/image/upload/v1759928476/ynl7wwmkh5xyqhszv46m.jpg)\n\n## The real cost of forced cloud migration goes beyond dollars\n\nWhile cloud-only vendors frame mandatory migrations as \"upgrades,\" organizations face substantial challenges beyond simple financial costs:\n\n* **Lost integration capabilities:** Years of custom integrations with legacy systems, carefully crafted workflows, and enterprise-specific automations become obsolete. Organizations with deep integrations to legacy systems often find cloud migration technically infeasible.\n\n* **Regulatory constraints:** For organizations in regulated industries, cloud migration isn't just complex — it's often not permitted. Data residency requirements, air-gapped environments, and strict regulatory frameworks don't bend to vendor preferences. The absence of single-tenant solutions in many cloud-only approaches creates insurmountable compliance barriers.\n\n* **Productivity impacts:** Cloud-only architectures often require juggling multiple products: separate tools for planning, code management, CI/CD, and documentation. Each tool means another context switch, another integration to maintain, another potential point of failure. GitLab research shows [30% of developers spend at least 50% of their job maintaining and/or integrating their DevSecOps toolchain](https://about.gitlab.com/developer-survey/). Fragmented architectures exacerbate this challenge rather than solving it.\n\n## GitLab offers choice, commitment, and consolidation\n\nEnterprise customers deserve a trustworthy technology partner. That's why we've committed to supporting a range of deployment options — whether you need on-premises for compliance, hybrid for flexibility, or cloud for convenience, the choice remains yours. That commitment continues with [GitLab Duo](https://about.gitlab.com/gitlab-duo/), our AI solution that supports developers at every stage of their workflow.\n\nBut we offer more than just deployment flexibility. While other vendors might force you to cobble together their products into a fragmented toolchain, GitLab provides everything in a **comprehensive AI-native DevSecOps platform**. Source code management, CI/CD, security scanning, Agile planning, and documentation are all managed within a single application and a single vendor relationship.\n\nThis isn't theoretical. When Airbus and [Iron Mountain](https://about.gitlab.com/customers/iron-mountain/) evaluated their existing fragmented toolchains, they consistently identified challenges: poor user experience, missing functionalities like built-in security scanning and review apps, and management complexity from plugin troubleshooting. **These aren't minor challenges; they're major blockers for modern software delivery.**\n\n## Your migration path: Simpler than you think\n\nWe've helped thousands of organizations migrate from other vendors, and we've built the tools and expertise to make your transition smooth:\n\n* **Automated migration tools:** Our [Bitbucket Server importer](https://docs.gitlab.com/user/project/import/bitbucket_server/) brings over repositories, pull requests, comments, and even Large File Storage (LFS) objects. For Jira, our [built-in importer](https://docs.gitlab.com/user/project/import/jira/) handles issues, descriptions, and labels, with professional services available for complex migrations.\n\n* **Proven at scale:** A 500 GiB repository with 13,000 pull requests, 10,000 branches, and 7,000 tags is likely to [take just 8 hours to migrate](https://docs.gitlab.com/user/project/import/bitbucket_server/) from Bitbucket to GitLab using parallel processing.\n\n* **Immediate ROI:** A [Forrester Consulting Total Economic Impact™ study commissioned by GitLab](https://about.gitlab.com/resources/study-forrester-tei-gitlab-ultimate/) found that investing in GitLab Ultimate confirms these benefits translate to real bottom-line impact, with a three-year 483% ROI, 5x time saved in security related activities, and 25% savings in software toolchain costs.\n\n## Start your journey to a unified DevSecOps platform\n\nForward-thinking organizations aren't waiting for vendor-mandated deadlines. They're evaluating alternatives now, while they have time to migrate thoughtfully to platforms that protect their investments and deliver on promises.\n\nOrganizations invest in self-managed deployments because they need control, compliance, and customization. When vendors deprecate these capabilities, they remove not just features but the fundamental ability to choose environments matching business requirements.\n\nModern DevSecOps platforms should offer complete functionality that respects deployment needs, consolidates toolchains, and accelerates software delivery, without forcing compromises on security or data sovereignty.\n\n[Talk to our sales team](https://about.gitlab.com/sales/) today about your migration options, or explore our [comprehensive migration resources](https://about.gitlab.com/move-to-gitlab-from-atlassian/) to see how thousands of organizations have already made the switch.\n\nYou also can [try GitLab Ultimate with GitLab Duo Enterprise](https://about.gitlab.com/free-trial/devsecops/) for free for 30 days to see what a unified DevSecOps platform can do for your organization.",[558,551,725,726],"product","features",{"featured":26,"template":13,"slug":728},"atlassian-ending-data-center-as-gitlab-maintains-deployment-choice",{"content":730,"config":740},{"title":731,"description":732,"authors":733,"heroImage":736,"date":737,"category":9,"tags":738,"body":739},"Why financial services choose single-tenant SaaS","Discover how GitLab Dedicated can help financial services organizations achieve compliant DevSecOps without compromising performance.",[734,735],"George Kichukov","Allie Holland","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662023/Blog/Hero%20Images/display-dedicated-for-government-article-image-0679-1800x945-fy26.png","2025-08-14",[612,711],"Walk into any major financial institution and you'll see the contradiction immediately. Past the armed guards, through the biometric scanners, beyond the reinforced walls and multiple security checkpoints, you'll find developers building the algorithms that power global finance — on shared infrastructure alongside millions of strangers.\n\nThe software powering today's financial institutions is anything but ordinary. It includes credit risk models that protect billions in assets, payment processing algorithms handling millions of transactions, customer intelligence platforms that drive business strategy, and regulatory systems ensuring operational compliance  — all powered by source code that serves as both operational core and strategic asset.\n\n## When shared infrastructure becomes systemic risk\n\nThe rise of software-as-a-service platforms has created an uncomfortable reality for financial institutions. Every shared tenant becomes an unmanaged third-party risk, turning platform-wide incidents into industry-wide disruptions. This is the exact kind of concentration risk drawing increasing attention from regulators.\n\nJPMorgan Chase's Chief Information Security Officer Patrick Opet recently issued a stark warning to the industry in an [open letter](https://www.jpmorgan.com/technology/technology-blog/open-letter-to-our-suppliers) to third-party suppliers. He highlighted how SaaS adoption \"is creating a substantial vulnerability that is weakening the global economic system\" by embedding \"concentration risk into global critical infrastructure.\" The letter emphasizes that \"an attack on one major SaaS or PaaS provider can immediately ripple through its customers,” creating exactly the systemic risk that multi-tenant cloud platforms for source code management, CI builds, CD deployments, and security scanning introduce.\n\nConsider the regulatory complexity this creates. In shared environments, your compliance posture becomes hostage to potential incidents impacting other tenants as well as the concentration risks of large attack surface providers. A misconfiguration affecting any organization on the platform can trigger wider impact across the entire ecosystem. \n\nData sovereignty challenges compound this risk. Shared platforms distribute workloads across multiple regions and jurisdictions, often without granular control over where your source code executes. For institutions operating under strict regulatory requirements, this geographic distribution can create compliance gaps that are difficult to remediate.\n\nThen there's the amplification effect. Every shared tenant effectively becomes an indirect third-party risk to your operations. Their vulnerabilities increase your attack surface. Their incidents can impact your availability. Their compromises can affect your environment.\n\n## Purpose-built for what matters most\n\nGitLab recognizes that your source code deserves the same security posture as your most sensitive customer data. Rather than forcing you to choose between cloud-scale efficiency and enterprise-grade security, GitLab delivers both through [GitLab Dedicated](https://about.gitlab.com/dedicated/), purpose-built infrastructure that maintains complete isolation.\n\nYour development workflows, source code [repositories](https://docs.gitlab.com/user/project/repository/), and [CI/CD pipelines](https://docs.gitlab.com/ci/pipelines/) run in an environment exclusively dedicated to your organization. The [hosted runners](https://docs.gitlab.com/administration/dedicated/hosted_runners/) for GitLab Dedicated exemplify this approach. These runners connect securely to your data center through outbound private links, allowing access to your private services without exposing any traffic to the public internet. The [auto-scaling architecture](https://docs.gitlab.com/runner/runner_autoscale/) provides the performance you need, without compromising security or control. \n \n## Rethinking control\n\nFor financial institutions, minimizing shared risk is only part of the equation — true resilience requires precise control over how systems operate, scale, and comply with regulatory frameworks. GitLab Dedicated enables comprehensive data sovereignty through multiple layers of customer control. You maintain complete authority over [encryption keys](https://docs.gitlab.com/administration/dedicated/encryption/#encrypted-data-at-rest) through [bring-your-own-key (BYOK)](https://docs.gitlab.com/administration/dedicated/encryption/#bring-your-own-key-byok) capabilities, ensuring that sensitive source code and configuration data remains accessible only to your organization. Even GitLab cannot access your encrypted data without your keys.\n\n[Data residency](https://docs.gitlab.com/subscriptions/gitlab_dedicated/data_residency_and_high_availability/) becomes a choice rather than a constraint. You select your preferred AWS region to meet regulatory requirements and organizational data governance policies, maintaining full control over where your sensitive source code and intellectual property are stored.\n\nThis control extends to [compliance frameworks](https://docs.gitlab.com/user/compliance/compliance_frameworks/) that financial institutions require. The platform provides [comprehensive audit trails](https://docs.gitlab.com/user/compliance/audit_events/) and logging capabilities that support compliance efforts for financial services regulations like [Sarbanes-Oxley](https://about.gitlab.com/compliance/sox-compliance/) and [GLBA Safeguards Rule](https://www.ftc.gov/business-guidance/privacy-security/gramm-leach-bliley-act).\n\nWhen compliance questions arise, you work directly with GitLab's dedicated support team — experienced professionals who understand the regulatory challenges that organizations in highly regulated industries face.\n\n## Operational excellence without operational overhead\n\nGitLab Dedicated maintains [high availability](https://docs.gitlab.com/subscriptions/gitlab_dedicated/data_residency_and_high_availability/) with [built-in disaster recovery](https://docs.gitlab.com/subscriptions/gitlab_dedicated/), ensuring your development operations remain resilient even during infrastructure failures. The dedicated resources scale with your organization's needs without the performance variability that shared environments introduce.\n\nThe [zero-maintenance approach](https://docs.gitlab.com/subscriptions/gitlab_dedicated/maintenance/) to CI/CD infrastructure eliminates a significant operational burden. Your teams focus on development while GitLab manages the underlying infrastructure, auto-scaling, and maintenance — including rapid security patching to protect your critical intellectual property from emerging threats. This operational efficiency doesn't come at the cost of security: the dedicated infrastructure provides enterprise-grade controls while delivering cloud-scale performance.\n\n## The competitive reality\n\nWhile some institutions debate infrastructure strategies, industry leaders are taking decisive action. [NatWest Group](https://about.gitlab.com/press/releases/2022-11-30-gitlab-dedicated-launches-to-meet-complex-compliance-requirements/), one of the UK's largest financial institutions, chose GitLab Dedicated to transform their engineering capabilities:\n\n> *\"NatWest Group is adopting GitLab Dedicated to enable our engineers to use a common cloud engineering platform; delivering new customer outcomes rapidly, frequently and securely with high quality, automated testing, on demand infrastructure and straight-through deployment. This will significantly enhance collaboration, improve developer productivity and unleash creativity via a 'single-pane-of-glass' for software development.\"*\n>\n> **Adam Leggett**, Platform Lead - Engineering Platforms, NatWest\n\n## The strategic choice\n\nThe most successful financial institutions face a unique challenge: They have the most to lose from shared infrastructure risks, but also the resources to architect better solutions. \n\n**The question that separates industry leaders from followers:** Will you accept shared infrastructure risks as the price of digital transformation, or will you invest in infrastructure that treats your source code with the strategic importance it deserves?\n\nYour trading algorithms aren't shared. Your risk models aren't shared. Your customer data isn't shared.\n\n**Why is your development platform shared?**\n\n*Ready to treat your source code like the strategic asset it is? [Let’s chat](https://about.gitlab.com/solutions/finance/) about how GitLab Dedicated provides the security, compliance, and performance that financial institutions demand — without the compromises of shared infrastructure.*",{"featured":12,"template":13,"slug":741},"why-financial-services-choose-single-tenant-saas",{"promotions":743},[744,758,769],{"id":745,"categories":746,"header":748,"text":749,"button":750,"image":755},"ai-modernization",[747],"ai-ml","Is AI achieving its promise at scale?","Quiz will take 5 minutes or less",{"text":751,"config":752},"Get your AI maturity score",{"href":753,"dataGaName":754,"dataGaLocation":240},"/assessments/ai-modernization-assessment/","modernization assessment",{"config":756},{"src":757},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":759,"categories":760,"header":761,"text":749,"button":762,"image":766},"devops-modernization",[725,9],"Are you just managing tools or shipping innovation?",{"text":763,"config":764},"Get your DevOps maturity score",{"href":765,"dataGaName":754,"dataGaLocation":240},"/assessments/devops-modernization-assessment/",{"config":767},{"src":768},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":770,"categories":771,"header":772,"text":749,"button":773,"image":777},"security-modernization",[712],"Are you trading speed for security?",{"text":774,"config":775},"Get your security maturity score",{"href":776,"dataGaName":754,"dataGaLocation":240},"/assessments/security-modernization-assessment/",{"config":778},{"src":779},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"header":781,"blurb":782,"button":783,"secondaryButton":788},"Start building faster today","See what your team can do with the intelligent orchestration platform for DevSecOps.\n",{"text":784,"config":785},"Get your free trial",{"href":786,"dataGaName":47,"dataGaLocation":787},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":492,"config":789},{"href":51,"dataGaName":52,"dataGaLocation":787},1772652078602]