Air-Gapped | Zero Cloud | Runs on Jetson AGX Orin
Train AI on your data. On your hardware. No cloud required.
AriaOS: Forge is a sovereign domain-specific model training pipeline. Fine-tune open-weight models on classified, proprietary, or sensitive data entirely on-premises.
Live Dashboard
AriaOS: Forge — Sovereign domain model training pipeline
The Problem
Every organization with classified infrastructure, sensitive codebases, or air-gapped networks faces the same problem: they need AI trained on their data, but cannot send that data to any cloud provider. AriaOS: Forge solves this. Fine-tune on your documentation, your tickets, your codebase — on hardware you control, in a network you own.
Four-Stage Pipeline
Validated Results — April 2026
First complete training run on NVIDIA Jetson AGX Orin 64GB. No cloud. No external API. Zero data exfiltration.
A/B Comparison vs Base Model
ariaos-forge:latest vs qwen2.5-coder:7b (base, untuned) on identical prompts:
| Model | Quality Score | Tokens/sec | Time to First Token | Result |
|---|---|---|---|---|
| ariaos-forge:latest | 80/100 | 19.7 tok/s | 4,467ms | WINNER |
| qwen2.5-coder:7b (base) | 60/100 | 10.3 tok/s | 29,853ms | — |
Note: Quality scoring via PraetorianMind Model A/B Compare — automated heuristic evaluation. Factual accuracy requires human domain review. Speed advantage reflects 3B vs 7B parameter count difference.
The ResilientMind Agent monitored the entire training run autonomously — detecting failures within 9 seconds, diagnosing root cause, and suggesting fixes without human intervention.
Use Cases
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Classified codebase assistant
Train on classified source code to provide context-aware code completion and review.
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Internal documentation Q&A
Turn internal knowledge bases into an AI assistant that answers questions accurately.
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Domain-specific technical support
Fine-tune on support tickets and resolution histories for automated tier-1 support.
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Proprietary process automation
Train models to understand and execute organization-specific workflows and procedures.
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Field operator decision support
Deploy trained models to edge devices for real-time decision support in disconnected environments.
Purpose-built for cleared environments
DoD contractors, IC agencies, and federal programs with classified development environments cannot use commercial cloud AI. AriaOS: Forge provides a compliant, auditable, sovereign alternative.
- Data never leaves your network.
- Training is fully auditable via AriaOS.
- Model weights remain under your control.
- Deployment requires no external connectivity.