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content/solutions/_index.md
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---
title: "Solutions"
description: "Four ways to run on Federated Computer: open-source apps; apps plus AI development; Federated AI for the open-source apps you already run; or the full stack with agents."
sections:
- type: hero
compact: true
bars: false
eyebrow: "Solutions"
title: "One Platform. Four Places to Start."
subhead: "Federated Computer is built in layers, so you only take on what you need today. Here's how each kind of customer uses it — and what's there when you want more."
- type: paths
bordered: true
kicker: "Choose Your Path"
headline: "Which One Sounds Like You?"
items:
- who: "For teams leaving Google Workspace or Microsoft 365"
title: "Open-Source Apps"
body: "You want software that works, costs less, and keeps your data private. AI can wait."
link: "/solutions/open-source-apps/"
linktext: "Explore Open-Source Apps"
fit: { core: "yes", library: "yes", sandbox: "no", controls: "no" }
- who: "For teams who want to build AI on their own business data"
title: "Apps + AI Development"
body: "You want the apps, and a private place for your developers to build AI features and automations against real business data."
link: "/solutions/apps-and-ai-development/"
linktext: "Explore Apps + AI Development"
fit: { core: "yes", library: "yes", sandbox: "no", controls: "yes" }
- who: "For teams already running their own open-source apps"
title: "AI for Your Own Apps"
body: "You already host your open-source apps and don't want to move them. You want Federated's AI capabilities connected to what you have."
link: "/solutions/ai-for-your-apps/"
linktext: "Explore AI for Your Own Apps"
fit: { core: "yes", library: "own", sandbox: "no", controls: "yes" }
- who: "For teams ready to put AI agents to work"
title: "The Full Stack"
body: "You want the apps, the AI development loop, and somewhere safe and affordable to run the agents you build."
link: "/solutions/full-stack/"
linktext: "Explore the Full Stack"
fit: { core: "yes", library: "yes", sandbox: "yes", controls: "yes" }
- type: matrix
id: "compare"
bordered: true
tinted: true
kicker: "Compare"
headline: "What Each Path Includes"
lede: "Nothing here is a dead end. Anything marked “Add anytime” can be switched on later, on the same platform, without migrating."
columns:
- name: "Open-Source Apps"
link: "/solutions/open-source-apps/"
- name: "Apps + AI Development"
link: "/solutions/apps-and-ai-development/"
- name: "AI for Your Own Apps"
link: "/solutions/ai-for-your-apps/"
- name: "The Full Stack"
link: "/solutions/full-stack/"
rows:
- label: "100+ managed open-source apps"
layer: "Software Library"
cells: ["yes", "yes", "own", "yes"]
- label: "Unlimited users, one login, monitoring and backup"
layer: "Federated Core"
cells: ["yes", "yes", "For Federated services", "yes"]
- label: "Built-in AI connectors (MCP)"
layer: "Software Library"
cells: ["Built in, ready when you are", "yes", "Connected to your apps", "yes"]
- label: "Organizational Brain — a live index of your business"
layer: "Data & Controls"
cells: ["no", "yes", "yes", "yes"]
- label: "Jupyter notebooks with local AI"
layer: "Data & Controls"
cells: ["no", "yes", "yes", "yes"]
- label: "Gitea version control and CI/CD"
layer: "Data & Controls"
cells: ["no", "yes", "yes", "yes"]
- label: "Digital twin test environments"
layer: "Data & Controls"
cells: ["no", "yes", "yes", "yes"]
- label: "Grafana and Prometheus monitoring"
layer: "Data & Controls"
cells: ["no", "yes", "yes", "yes"]
- label: "Federated learning"
layer: "Federated Core"
cells: ["no", "yes", "yes", "yes"]
- label: "Agent Sandbox — run your agents on Federated"
layer: "Agent Sandbox"
cells: ["no", "no", "no", "Included (beta)"]
- type: text
bordered: true
kicker: "Same Promise on Every Path"
headline: "Private by Architecture, Whichever Layers You Use"
body: |
Every path runs on single-tenant infrastructure that's yours alone. Once you change your admin password, we can't see your data. It's never used for advertising or to train anyone's AI — not on the apps-only path, and not on the full stack.
ctas:
- label: "Read About the AI Privacy Advantage →"
url: "/ai-privacy-advantage/"
style: text
- type: final-cta
dark: true
headline: "Not sure which path fits?"
body: "Tell us what you run today and what you want AI to do. We'll show you where to start."
ctas:
- label: "Book a Demo"
url: "https://calcom.federated.computer/david/60-min-meeting"
style: primary
- label: "Start 7-Day Free Trial"
url: "/start-now/"
style: ghost
---
content/solutions/ai-for-your-apps.md
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---
title: "AI for Your Own Apps"
description: "Already run Nextcloud, Discourse, Gitea, or other open-source apps? Keep them where they are and connect them to Federated's AI capabilities — no migration."
sections:
- type: hero
compact: true
eyebrow: "Solutions · AI for Your Own Apps"
title: "Already Run Open Source? Bring Our AI to the Apps You Have."
subhead: "Keep the Nextcloud, Discourse, or Gitea you already host, wherever it lives. Connect it to Federated's AI capabilities and get the Organizational Brain, notebooks, CI/CD, and safe test environments without migrating a thing."
fit: { core: "yes", library: "own", sandbox: "no", controls: "yes" }
ctas:
- label: "Book a Demo"
url: "https://calcom.federated.computer/david/60-min-meeting"
style: primary
- label: "Start 7-Day Free Trial"
url: "/start-now/"
style: ghost
- type: text
bordered: true
kicker: "Who This Is For"
headline: "You've Already Done the Hard Part"
body: |
You chose open source years ago. Your team runs its own Nextcloud, forum, wiki, or code server — on your own hardware, with a hosting provider, or across a few places. It works, people know it, and moving it isn't worth the disruption.
What you don't have is the AI layer on top: a live index of everything, a place to build and test automations safely, and monitoring that knows what an agent is doing. That's what this path adds. Your apps stay exactly where they are; Federated provides the AI capabilities and connects to them.
- type: split
bordered: true
tinted: true
kicker: "Who Does What"
headline: "Your Apps Stay Yours. We Bring the AI Layer."
columns:
- title: "Stays with you"
items:
- "Your open-source apps, and where they're hosted"
- "Your admin accounts and your update schedule"
- "Which apps connect, and what each connection is allowed to do"
- "The ability to revoke any connection instantly"
- title: "Federated provides"
items:
- "The Organizational Brain, indexing the apps you connect"
- "Jupyter notebooks for exploring your data with local AI"
- "Gitea, CI/CD, and digital twin environments for building and testing"
- "Grafana and Prometheus monitoring for what your AI is doing"
- "Federated learning, if you choose to take part"
- type: steps
bordered: true
kicker: "How It Connects"
headline: "Four Steps, No Migration"
items:
- title: "Set up your Federated environment"
body: "We provision your private, single-tenant AI and development layer."
- title: "Connect your apps"
body: "Grant each app a scoped connection. Support tooling can see support data; it can't open your admin files."
- title: "Let the Brain catch up"
body: "The Organizational Brain builds a live index across the apps you've connected."
- title: "Build, test, and watch"
body: "Prototype in notebooks, test in digital twins, and monitor everything in Grafana."
- type: callout
bordered: true
kicker: "In Practice"
headline: "One Index Across Apps That Never Talked Before"
text: "A regional nonprofit runs its own Nextcloud and Discourse on a local hosting provider. It connects both to Federated. Within days, staff can ask one question and get an answer drawn from shared documents and years of forum threads — and the apps themselves never moved."
- type: text
bordered: true
tinted: true
kicker: "Privacy"
headline: "Scoped, Auditable, Revocable"
body: |
Every connection to your apps is scoped and auditable: you can see exactly what it can access, and switch any one off without breaking the others. Your Federated environment is single-tenant, and your data is never used for advertising or to train anyone else's AI.
- type: text
bordered: true
kicker: "Options Later"
headline: "Add Agents, or Hand Us the Apps — Your Call"
body: |
When you want to run agents next to your data, add the Agent Sandbox. And if you ever decide you'd rather not maintain the apps yourself, the same software runs in our Software Library — so moving over is a choice, not a requirement.
ctas:
- label: "See the Full Stack →"
url: "/solutions/full-stack/"
style: text
- label: "See the Software Library →"
url: "/product/software-library/"
style: text
- type: faq
bordered: true
kicker: "Questions"
headline: "Common Questions About This Path"
items:
- q: "Which apps can I connect?"
a: "Tell us what you run in a demo and we'll confirm what connects today. Self-hosted copies of the open-source apps in our Software Library are the natural starting point, since they're the same software our connectors are built for."
- q: "Do I have to move my apps to Federated?"
a: "No. That's the point of this path. Your apps stay where they are."
- q: "Where does the Organizational Brain's index live?"
a: "In your own single-tenant Federated environment. It isn't shared with other customers, and we can't see it once you change your admin password."
- q: "What happens if I disconnect an app?"
a: "The connection stops immediately and nothing else breaks. You can reconnect whenever you like."
- type: final-cta
dark: true
headline: "Keep your apps. Add the AI."
body: "Show us what you run today and we'll show you what connecting it looks like."
ctas:
- label: "Book a Demo"
url: "https://calcom.federated.computer/david/60-min-meeting"
style: primary
- label: "Compare All Four Paths"
url: "/solutions/#compare"
style: ghost
---
content/solutions/apps-and-ai-development.md
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---
title: "Apps + AI Development"
description: "Run your business on open-source apps, then build AI on top of them — notebooks, version control, CI/CD, digital twins, and a live index of your business, all private."
sections:
- type: hero
compact: true
eyebrow: "Solutions · Apps + AI Development"
title: "Your Business Apps and Your AI Workbench, on One Private Platform."
subhead: "Run your business on open-source apps, then build AI on top of them — with notebooks, version control, CI/CD, and safe test environments already connected to your own data."
fit: { core: "yes", library: "yes", sandbox: "no", controls: "yes" }
ctas:
- label: "Start 7-Day Free Trial"
url: "/start-now/"
style: primary
- label: "Book a Demo"
url: "https://calcom.federated.computer/david/60-min-meeting"
style: ghost
- type: text
bordered: true
kicker: "Who This Is For"
headline: "You Have Ideas for AI, and Data You Won't Hand Over"
body: |
You want the savings and privacy of open-source business apps. You also have developers, analysts, or a technical founder who want to build with AI: a support-triage model, a sales assistant that knows your CRM, automations that save the team hours a week.
The hard part usually isn't the model. It's getting clean, current access to your own data without copying it into a third-party cloud, and having a safe way to test what you build. This path gives you both: the Software Library for running the business, and Data & Controls for building on it.
- type: features
bordered: true
tinted: true
kicker: "Your AI Toolkit"
headline: "Everything You Need to Build, Already Wired to Your Data"
items:
- label: "MCP in every app"
body: "Claude, ChatGPT, or a private local model can read and act inside your apps through scoped connections — no custom integration code."
- label: "The Organizational Brain"
body: "A live, searchable index of your files, forum threads, and support tickets, so anything you build starts with full context."
- label: "Jupyter notebooks"
body: "A safe place to explore your own data and prototype ideas with local AI."
- label: "Gitea + CI/CD"
body: "Every change, human- or AI-written, is tracked, tested, and deployed automatically."
- label: "Digital twin environments"
body: "An exact, safe copy of your live systems for testing risky changes with zero danger to real data."
- label: "Grafana & Prometheus"
body: "Real-time monitoring that catches problems, including automations stuck in a loop, before they get expensive."
- label: "Federated learning"
body: "Train models locally on your own data. Only encrypted learnings are ever shared, and only if you choose to take part."
- type: steps
bordered: true
kicker: "How Work Flows"
headline: "From Idea to Shipped, Without Your Data Leaving Home"
items:
- title: "Explore"
body: "Open a Jupyter notebook and ask questions of your real data through the Organizational Brain."
- title: "Build"
body: "Turn the prototype into code. Commit it to Gitea, where every change is tracked."
- title: "Test"
body: "CI/CD runs it against a digital twin of your systems, not the real thing."
- title: "Ship and watch"
body: "Deploy automatically, then monitor it in Grafana so you know it's behaving."
- type: callout
bordered: true
tinted: true
kicker: "In Practice"
headline: "A Support Assistant, Built In-House"
text: "A developer prototypes a reply assistant in a notebook, using past FreeScout tickets and the policy pages in Discourse. It goes into Gitea, gets tested against a digital twin, and ships. Now every new ticket arrives with a drafted answer and links to the right documents — and no ticket ever left the company's own install."
- type: text
bordered: true
kicker: "Where Agents Run"
headline: "Run What You Build Wherever You Like — Until You Want It Here"
body: |
On this path, the AI you build runs where you choose: your own machines, your existing infrastructure, or your model provider of choice. When you're ready to run a whole team of agents next to your data, add the Agent Sandbox to the same install.
ctas:
- label: "See the Full Stack →"
url: "/solutions/full-stack/"
style: text
- type: faq
bordered: true
kicker: "Questions"
headline: "Common Questions About This Path"
items:
- q: "Which AI models can I use?"
a: "The built-in connectors work with Claude, ChatGPT, or a private local model. You choose, and you can change your mind."
- q: "Will my data be used to train anyone's model?"
a: "No. Your install is single-tenant and we can't see your data once you change your admin password. Federated learning is opt-in, and even then only encrypted model updates leave your servers — never raw data."
- q: "Do I need a data team to get value from this?"
a: "No, but it helps to have at least one person comfortable writing code or working in notebooks. If you'd rather not build, the Open-Source Apps path may fit better for now."
- q: "Do I need the Agent Sandbox?"
a: "Not to build. You need it when you want to run many agents at once on Federated's infrastructure, next to your data."
- type: final-cta
dark: true
headline: "Build AI on your business, not on someone else's cloud."
body: "Try the apps and the full AI development toolkit free for 7 days."
ctas:
- label: "Start 7-Day Free Trial"
url: "/start-now/"
style: primary
- label: "Compare All Four Paths"
url: "/solutions/#compare"
style: ghost
---
content/solutions/full-stack.md
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---
title: "The Full Stack"
description: "Open-source apps, AI development, and the Agent Sandbox — run your agents on the same private infrastructure as the data they work with."
sections:
- type: hero
compact: true
eyebrow: "Solutions · The Full Stack"
title: "Apps, AI Development, and Your Agents — All Under One Roof."
subhead: "The complete Federated Computer: 100+ open-source apps, a full AI development loop, and the Agent Sandbox to run a whole team of AI agents on the same private infrastructure as your data."
fit: { core: "yes", library: "yes", sandbox: "yes", controls: "yes" }
ctas:
- label: "Join the Agent Sandbox Beta"
url: "/start-now/"
style: primary
- label: "Book a Demo"
url: "https://calcom.federated.computer/david/60-min-meeting"
style: ghost
- type: text
bordered: true
kicker: "Who This Is For"
headline: "You're Past Experiments. You Want Agents Doing Real Work."
body: |
You've seen what AI can do with your data, and you want it doing that all day: triaging tickets, reviewing code, writing documentation, testing releases. Running those agents usually means renting virtual machines from a big cloud, shipping your data out to them, and paying for idle time.
On the full stack, your agents run in the Agent Sandbox — on Federated infrastructure, next to your apps and your Organizational Brain, inside the same private perimeter. One platform for the business, the builders, and the agents.
- type: stats
bordered: true
tinted: true
kicker: "The Agent Sandbox"
headline: "Built by the Team That Helped Invent Cloud Computing"
items:
- value: "30X"
label: "Greater agent density per machine"
- value: "10X"
label: "Faster wake and execution speed"
- value: "100,000+"
label: "Agents deployable on a single CPU"
- value: "1"
label: "Private perimeter for apps, data, and agents"
- type: features
bordered: true
kicker: "Why Run Agents Here"
headline: "Agents Belong Where Your Data Lives"
items:
- label: "No data leaves to do the work"
body: "Agents read your apps and the Organizational Brain from inside your install, not over the internet from someone else's cloud."
- label: "Every agent sealed off"
body: "Each agent runs in its own isolated space. If one is tricked by a malicious email, it can't reach anyone else's data or your core systems."
- label: "Pay for work, not waiting"
body: "Agents sleep until they're needed, wake the moment a ticket arrives or a file is uploaded, do the job, and go back to sleep."
- label: "One place to see everything"
body: "Scoped MCP connections, Grafana dashboards, and Gitea history show what every agent touched and changed."
- label: "Safe to be ambitious"
body: "Agents test risky changes in digital twins first, so a bad idea never reaches your real systems."
- type: steps
bordered: true
tinted: true
kicker: "An Agent Team at Work"
headline: "From a Customer Email to a Shipped Fix"
items:
- title: "A ticket arrives"
body: "A customer reports a bug in FreeScout. A triage agent wakes in the Sandbox."
- title: "Context in seconds"
body: "Using the Organizational Brain, it finds the related invoice, docs, and a matching forum thread."
- title: "A fix, tested safely"
body: "A coding agent drafts the fix in Gitea. CI/CD tests it inside a digital twin."
- title: "Shipped and answered"
body: "The fix ships, the customer gets a drafted reply for your team to send, and every agent goes back to sleep."
- type: text
bordered: true
kicker: "Availability"
headline: "Agent Sandbox: Launching Fall 2026, Limited Beta Now"
body: |
The apps and AI development layers are available today. The Agent Sandbox is in limited beta ahead of its Fall 2026 launch. Start on the full stack now and you'll have everything else running while your beta spot opens up.
ctas:
- label: "Learn About the Agent Sandbox →"
url: "/product/agent-sandbox/"
style: text
- type: faq
bordered: true
kicker: "Questions"
headline: "Common Questions About This Path"
items:
- q: "Can I use my own models with the agents?"
a: "Yes. The connectors work with Claude, ChatGPT, or a private local model."
- q: "What stops an agent from doing something it shouldn't?"
a: "Each agent is isolated, each connection is scoped to what that agent needs, risky changes are tested in digital twins first, and monitoring flags agents that get stuck or misbehave."
- q: "Is my data used to train anyone's AI?"
a: "No. Your install is single-tenant, and once you change your admin password we can't see your data."
- q: "Can I start on another path and move here later?"
a: "Yes. Every path runs on the same platform. Adding layers doesn't require a migration."
- type: final-cta
dark: true
headline: "Put an agent team to work, without letting your data out."
body: "Limited Agent Sandbox beta spots are available now, ahead of the Fall 2026 launch."
ctas:
- label: "Join the Beta"
url: "/start-now/"
style: primary
- label: "Compare All Four Paths"
url: "/solutions/#compare"
style: ghost
---
content/solutions/open-source-apps.md
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---
title: "Open-Source Apps"
description: "Every app your business needs — files, email, chat, CRM, support — as integrated, managed open-source software. Unlimited users, one low price, no AI project required."
sections:
- type: hero
compact: true
eyebrow: "Solutions · Open-Source Apps"
title: "Every App Your Business Needs. None of the Big Tech Bill."
subhead: "Files, email, team chat, CRM, support, and 100+ more open-source apps — already integrated, backed up, and managed for you. Unlimited users, one low price."
fit: { core: "yes", library: "yes", sandbox: "no", controls: "no" }
ctas:
- label: "Start 7-Day Free Trial"
url: "/start-now/"
style: primary
- label: "Book a Demo"
url: "https://calcom.federated.computer/david/60-min-meeting"
style: ghost
- type: text
bordered: true
kicker: "Who This Is For"
headline: "You Want Good Software, Not an AI Project"
body: |
You're paying per seat for Google Workspace or Microsoft 365, and the bill grows every time you hire. You'd rather your files and customer records weren't sitting in someone else's cloud. And whatever everyone says about AI, what you need this quarter is software that works.
That's this path. You get the Software Library running on Federated Core — the apps your team uses every day, plus the provisioning, storage, login, monitoring, and backup that keep them running. Nothing to build, nothing to integrate.
- type: table
bordered: true
tinted: true
kicker: "What You'd Switch"
headline: "The Same Jobs, on Open-Source Software"
lede: "These are the same trusted open-source tools used by tens of millions of people worldwide — not stripped-down imitations."
headers:
- "What you may use today"
- "On Federated Computer"
rows:
- label: "Files and documents"
cells: ["Google Drive, OneDrive", "Nextcloud"]
- label: "Team chat"
cells: ["Slack, Microsoft Teams", "Element"]
- label: "Sales and customers"
cells: ["Salesforce, HubSpot", "EspoCRM"]
- label: "Customer support"
cells: ["Zendesk, Help Scout", "FreeScout"]
- label: "Community and forums"
cells: ["Hosted community platforms", "Discourse"]
- label: "Internal wiki"
cells: ["Confluence, Notion", "BookStack"]
ctas:
- label: "See the Software Library →"
url: "/product/software-library/"
style: text
- type: split
bordered: true
kicker: "What Changes"
headline: "What You Get, and What You Stop Doing"
columns:
- title: "What you get"
items:
- "100+ apps that already work together, with one login across all of them"
- "Unlimited users — no per-seat pricing games"
- "Automatic backup, monitoring, and problems often fixed before you notice"
- "Your own single-tenant install that we can't see into once you change your admin password"
- "Real human support, not a chatbot loop"
- title: "What you stop doing"
items:
- "Paying more every time you add a person"
- "Stitching tools together with integrations that break"
- "Hiring IT help just to add a new app"
- "Wondering whether your data is training someone else's AI"
- "Worrying about lock-in — it's all open source, so you can take it anywhere"
- type: callout
bordered: true
tinted: true
kicker: "In Practice"
headline: "A Typical First Week"
text: "A twelve-person firm moves off per-seat office software. Files go into Nextcloud, conversations into Element, client records into EspoCRM, and support email into FreeScout. Everyone signs in with one login. Nobody on the team had to become the IT person."
- type: text
bordered: true
kicker: "When You're Ready"
headline: "AI-Ready From Day One, Off Until You Want It"
body: |
Every app in the Library ships with a built-in AI connector (MCP). You don't have to use it. But the day you want AI to draft replies, summarize threads, or build automations, you add the Data & Controls layer to the same install — no migration, no re-platforming.
ctas:
- label: "See Apps + AI Development →"
url: "/solutions/apps-and-ai-development/"
style: text
- type: faq
bordered: true
kicker: "Questions"
headline: "Common Questions About This Path"
items:
- q: "Do I have to use any AI features?"
a: "No. This path is the apps and the platform that runs them. The AI connectors are there when you want them, and nothing uses them until you do."
- q: "Is there really no per-user fee?"
a: "Right. Every plan includes unlimited users."
- q: "Can I bring my own domain?"
a: "Yes. Use a free Federated-managed domain or connect your own."
- q: "What if I want to leave later?"
a: "Everything is open source. Export your data, self-host it, or move to another provider — you're never locked in."
- q: "Can you help me move off Google Workspace or Microsoft 365?"
a: "Book a demo and tell us what you run today. We'll walk through what switching looks like for your team."
- type: final-cta
dark: true
headline: "Stop paying per seat for software you could own."
body: "Try the full app library free for 7 days. No credit card required."
ctas:
- label: "Start 7-Day Free Trial"
url: "/start-now/"
style: primary
- label: "Compare All Four Paths"
url: "/solutions/#compare"
style: ghost
---