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‎content/product/superintelligence-infrastructure.md‎

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features:
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title: The Complete AI Infrastructure Lifecycle
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description: From research experiments to superintelligence-scale production. One platform, one codebase, any cloud.
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description: |
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From research experiments to superintelligence-scale production.
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One platform, one codebase, any cloud.
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items:
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- header: Pre-Training
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items:
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Supabase needed infrastructure that could scale without operational overhead. Terraform's HCL meant constant context switching between TypeScript (application services) and a proprietary configuration language (infrastructure).
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After migrating to Pulumi:
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- Regional expansion: 1 week to infrastructure readiness
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- Scale: 80,000 resources across 16 AWS regions
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- Team velocity: 1-2 people to 40+ active engineers
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- Multi-cloud: AWS + Cloudflare + GCP in single deployments
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- **Regional expansion**: 1 week to infrastructure readiness
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- **Scale**: 80,000 resources across 16 AWS regions
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- **Team velocity**: 1-2 people to 40+ active engineers
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- **Multi-cloud**: AWS + Cloudflare + GCP in single deployments
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Supabase powers AI application builders like Lovable, Bolt, and Vercel v0: 43,000+ databases launched daily, 100K+ API calls per second. The backend infrastructure runs entirely on Pulumi.
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quote: "\"With Pulumi, everything is TypeScript. Our infrastructure is code, not configuration.\""
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author: Paul Cioanca, Platform Engineer at Supabase
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image: /images/case-studies/supabase-architecture-diagram.png
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subheading: Also Trusted By Leading AI and Data Platforms
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items:
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- body: Snowflake manages 100K+ daily deployments across AWS, Azure, and GCP with Pulumi — massive-scale infrastructure supporting AI/ML workloads for thousands of enterprise customers.
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- body: |
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**Snowflake** manages 100K+ daily deployments across AWS, Azure, and GCP with Pulumi — massive-scale infrastructure supporting AI/ML workloads for thousands of enterprise customers.
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logo: /logos/pkg/snowflake.svg
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cta: Read the Story
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link: /case-studies/snowflake/
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- body: BMW enables 15,000 developers to access self-service infrastructure while maintaining enterprise governance.
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- body: |
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**BMW** enables 15,000 developers to access self-service infrastructure while maintaining enterprise governance.
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cta: Read the Story
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logo: /logos/customers/bmw.svg
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link: /case-studies/bmw/
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capabilities:
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title: Code-Native Infrastructure for Dynamic AI Workloads
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description: |
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Infrastructure written in Python, TypeScript, and Go. The same languages your ML engineers already know. No proprietary configuration languages.
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Infrastructure written in Python, TypeScript, and Go. The same languages your ML engineers already know.
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No proprietary configuration languages.
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building_blocks:
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title: "Why AI Infrastructure Requires Dynamic Orchestration"

‎layouts/product/superintelligence-infrastructure.html‎

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{{ with .Params.overview }}
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<h1 class="font-display font-bold">{{ .title }}</h2>
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<p class="text-center text-2xl w-full lg:w-3/4 mx-auto">{{ .description | markdownify }}</p>
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<div class="mt-8 flex flex-col md:flex-row justify-center gap-12 ">
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<div class="mt-8 flex flex-col md:flex-row justify-center gap-12 mb-12">
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<a href="https://app.pulumi.com/signup/" class="btn-primary">Try Pulumi Cloud for Free</a>
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<a href="#casestudy" class="btn-secondary">See How Supabase Manages 80K Resources</a>
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</div>
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<hr/>
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<img class="mt-24" src="/images/product/hero.png" alt="Code speaks to code"/>
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{{ end }}
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</section>
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<section id="what-it-is" class="text-center pt-12 pb-6 my-12 relative">
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<div class="container mx-auto">
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<h2 class="text-center mb-4 font-display font-bold">{{ .Params.features.title }}</h2>
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<p class="text-center text-2xl w-full lg:w-3/4 mx-auto mb-12">{{ .Params.features.description | markdownify }}</p>
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<p class="text-center text-2xl w-full lg:w-3/4 mx-auto mb-4">{{ .Params.features.description | markdownify }}</p>
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<div class="p-0.5 rounded-lg mx-4" style="background: linear-gradient(90deg, #f7bf2a 0%, #f26e7e 18.23%, #be5188 38.02%, #8a3391 53.65%, #805ac3 74.48%, #7682f4 100%);">
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<div class="rounded-lg bg-white flex flex-wrap mx-auto p-4 justify-center">
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{{ range $feature := .Params.features.items }}
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{{ with .Params.capabilities }}
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<h2 class="font-display font-bold">{{ .title }}</h2>
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<p class="text-center w-full lg:w-3/4 mx-auto text-2xl">{{ .description | markdownify }}</p>
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<img src="/images/product/ml-engineer.png"/>
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<div class="flex justify-center"><img src="/images/product/ml-engineer.png" style="max-height: 1200px; width:auto"/></div>
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{{ end }}
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</section>
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<div class="container mx-auto">
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{{ with .Params.casestudy }}
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<h2 class="font-display font-bold">{{ .title }}</h2>
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<p class="text-center text-2xl w-full lg:w-3/4 mx-auto">{{ .supabase.title | markdownify }}</p>
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<div>
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<div class="flex flex-col xl:flex-row gap-24 my-12">
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<div class="w-full xl:w-1/2">
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<h3>{{ .supabase.title }}</h3>
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<p class="my-12">{{ .supabase.description }}</p>
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<div class="w-full xl:w-1/2 text-left">
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<p class="text-left">{{ .supabase.description | markdownify }}</p>
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<div><p class="italic">{{ .supabase.quote }}</p><p> - {{ .supabase.author }}</p></div>
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<a href="/case-studies/supabase/" class="btn-secondary flex justify-center items-center text-center" style="width: fit-content;">Read the complete Supabase story</a>
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</div>
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<img class="w-full xl:w-1/2" src="/images/case-studies/supabase-architecture-diagram.png"/>
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</div>
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<div class="my-24 text-left">
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<h3 class="text-center">{{ .subheading }}</h3>
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<div class="my-24 mt-48 text-left">
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<h3 class="text-center mb-16">{{ .subheading }}</h3>
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<div class="flex flex-col md:flex-row gap-12 justify-center">
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{{ range $item := .items }}
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<div class="p-3">
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<div class="card text-left p-6 flex flex-col items-start h-full justify-between" style="max-width: 600px;">
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<div class="card text-left p-6 flex flex-col items-start h-full justify-between" style="max-width: 400px;">
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<div class="flex flex-col gap-8">
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<img src={{ $item.logo }}
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style="height: 72px; width: auto; object-fit: contain; align-self: flex-start;" />
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<div class="description">
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<p>{{ $item.body }}</p>
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<p>{{ $item.body | markdownify }}</p>
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</div>
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</div>
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<div class="container mx-auto">
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{{ with .Params.enablement }}
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<h2 class="font-display font-bold"> {{ .title }}</h2>
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<div class="flex flex-col items-center xl:flex-row gap-24 my-12">
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<div class="w-full xl:w-1/2 text-left">
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<h4 class="text-center">{{ .description | markdownify }}</h4>
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<div class="flex flex-col xl:flex-row gap-24 my-12">
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<div class="w-full xl:w-1/2 text-left mt-8 xl:mt-20">
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<h4 class="text-left">{{ .description | markdownify }}</h4>
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<p >{{ .body | markdownify }}</p>
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<h6 class="text-center">{{ .subheader | markdownify }}</h6>
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<p>{{ .subbody | markdownify }}</p>
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<p class="mb-12">{{ .closing | markdownify }}</p>
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<div class="flex justify-center"><a href={{ .link }} class="flex-inline btn-secondary">{{ .cta }}</a></div>
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<div class="flex justify-center"><a href={{ .link }} class="flex-inline btn-primary">{{ .cta }}</a></div>
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</div>
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<img class="w-full xl:w-1/2" src="/images/product/hcl-to-pulumi.png"/>
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</div>
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<section id="learn" class="text-center pt-12 pb-6 my-12 relative">
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<div class="container mx-auto">
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<h2 class="font-display font-bold">{{ .Params.learn.title }}</h2>
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<div class="flex flex-wrap justify-content items-stretch text-left my-4">
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<div class="flex flex-wrap justify-content items-stretch my-4">
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{{ range $index, $item := .Params.learn.items }}
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<div class="w-full p-3">
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<div class="h-full {{ if eq $index 0 }}bg-violet-100{{ else }}card bg-white{{ end }} p-12 rounded-xl">
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<div class="mt-6">
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<p>{{ $item.description | markdownify }}</p>
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</div>
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<div class="mt-8 flex flex-col sm:flex-row gap-4">
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<div class="mt-8 flex flex-col sm:flex-row justify-center gap-4">
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{{ range $button := $item.buttons }}
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<a href="{{ $button.link }}" class="btn-{{ $button.type }}">{{ $button.action }}</a>
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{{ end }}

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