Product · Data & Controls
The Loop That Lets Your Business Write, Test, and Ship — Automatically
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.
What's Included
A Full, Self-Monitoring Software Factory
Data & Controls brings together the tools that turn Federated Computer into a full, self-monitoring software factory:
- Gitea + CI/CD— every code change (human or AI-written) is tracked, tested, and deployed automatically
- The Organizational Brain— 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
- Jupyter Notebooks— a safe space for your team to chat with your own data and prototype ideas using local AI
- Grafana & Prometheus— real-time monitoring that catches problems (including AI agents stuck in a loop) before they become expensive
- Digital Twin Environments— an exact, safe copy of your live systems where agents can test risky changes with zero danger to your real data
How It Works Together
From Alert to Shipped Fix
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.
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.