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<p class="note" data-reveal><span class="note-live" aria-hidden="true"></span><span class="note-text">Product · Data & Controls</span></p>
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<h1 class="statement" data-reveal style="--d:80ms">The Loop That Lets Your Business Write, Test, and Ship — Automatically</h1>
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<p class="dek" data-reveal style="--d:140ms">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.</p>
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<p class="eyebrow">What's Included</p>
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<h2>A Full, Self-Monitoring Software Factory</h2>
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<div class="prose mb-2">Data & Controls brings together the tools that turn Federated Computer into a full, self-monitoring software factory:</div>
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<li><strong>Gitea + CI/CD</strong>— every code change (human or AI-written) is tracked, tested, and deployed automatically</li>
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<li><strong>The Organizational Brain</strong>— 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</li>
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<li><strong>Jupyter Notebooks</strong>— a safe space for your team to chat with your own data and prototype ideas using local AI</li>
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<li><strong>Grafana & Prometheus</strong>— real-time monitoring that catches problems (including AI agents stuck in a loop) before they become expensive</li>
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<li><strong>Digital Twin Environments</strong>— an exact, safe copy of your live systems where agents can test risky changes with zero danger to your real data</li>
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<h2>From Alert to Shipped Fix</h2>
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<div class="callout"><p>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.</p></div>
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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.
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