---
title: "Data & Controls"
description: "Version control, a live organizational brain, and a safe digital-twin practice space — the loop that lets your business write, test, and ship automatically."
sections:
  - type: hero
    compact: true
    bars: false
    eyebrow: "Product · Data & Controls"
    title: "The Loop That Lets Your Business Write, Test, and Ship — Automatically"
    subhead: "Version control, a live map of your whole business, and a safe practice space where AI agents can try things without any risk — all built in."

  - type: features
    bordered: true
    kicker: "What's Included"
    headline: "A Full, Self-Monitoring Software Factory"
    intro: "Data & Controls brings together the tools that turn Federated Computer into a full, self-monitoring software factory:"
    items:
      - label: "Gitea + CI/CD"
        body: " — every code change (human or AI-written) is tracked, tested, and deployed automatically"
      - label: "The Organizational Brain"
        body: " — a live, searchable index of everything happening across your business — your files, your forum threads, your support tickets — so any AI agent already has full context before it starts a task"
      - label: "Jupyter Notebooks"
        body: " — a safe space for your team to chat with your own data and prototype ideas using local AI"
      - label: "Grafana & Prometheus"
        body: " — real-time monitoring that catches problems (including AI agents stuck in a loop) before they become expensive"
      - label: "Digital Twin Environments"
        body: " — an exact, safe copy of your live systems where agents can test risky changes with zero danger to your real data"

  - type: callout
    bordered: true
    tinted: true
    kicker: "How It Works Together"
    headline: "From Alert to Shipped Fix"
    text: "A system alert fires. An AI agent, using your organization's Brain, already knows the bug is tied to a support thread and a specific document. It drafts the fix, tests it inside a digital twin, and — if everything checks out — ships it automatically. You stay in control of direction; the loop handles the busywork."

  - type: text
    bordered: true
    body: |
      This is where Federated Computer stops being just "an affordable Google Workspace alternative" and becomes a real, open-source alternative to expensive enterprise platforms like Palantir Foundry or GitLab Ultimate — at a fraction of the cost.
    ctas:
      - label: "See Pricing"
        url: "/pricing/"
        style: ghost
      - label: "Start Now"
        url: "/start-now/"
        style: primary
---