What exactly does "sovereign AI" mean?
Sovereign AI means that the AI processing — inference, data handling, and model execution — happens within an infrastructure that you or your organization fully controls. Your data never leaves your chosen jurisdiction, is never used to train models, and is never accessible to third parties. It's about maintaining complete ownership and control over your AI capabilities and the data they process.
If IG1 doesn't train models, where do the models come from?
IG1 selects and deploys the best open-weight AI models available globally — including models like Qwen 3.5, DeepSeek, and others that achieve world-class benchmark scores. These models are developed by leading research labs and released under open licenses. IG1's expertise is in deploying, optimizing, and serving these models at scale within sovereign infrastructure — not in training them. This is precisely what makes IG1 trustworthy: we have zero incentive to collect your data because we don't need it.
How is sovereign AI different from simply using a VPN or private endpoint?
A VPN or private endpoint encrypts the connection, but the data still arrives at the provider's infrastructure where it can be stored, processed, and used for model training. Sovereign AI is fundamentally different: the models run within infrastructure you control, or within IG1's sovereign infrastructure where data is processed and immediately discarded. The distinction is architectural, not just about the transport layer.
Can proprietary AI providers truly guarantee they won't use my data?
Even when proprietary providers offer "opt-out" options or enterprise agreements, the structural incentive remains. Their business depends on training better models, and your high-quality enterprise data is exactly what they need. Furthermore, internal policy changes, acquisitions, or government requests can alter how your data is handled — often retroactively. With a provider that doesn't train models, this risk simply doesn't exist.
What's the difference between FullStack AI and IG1 AI API?
Both are sovereign, but they serve different needs. FullStack AI is a complete private infrastructure — dedicated GPU hardware, software stack, and support deployed on-premises or in your private cloud. It's ideal for organizations with the highest security requirements (defense, healthcare, finance) or those needing air-gapped environments. IG1 AI API is a sovereign public API that delivers the same world-class models through a simple API call, with zero data retention and EU-based processing. It's ideal for rapid integration, SaaS products, and organizations that need sovereign AI without managing infrastructure.
Is sovereign AI as performant as proprietary AI like GPT or Claude?
Yes. The open-weight models deployed by IG1 achieve world-class benchmark scores — including 91.3% on AIME 2026 Math Reasoning. The gap between proprietary and open-weight models has narrowed dramatically, and in many specialized tasks, open-weight models now match or exceed proprietary alternatives. Sovereignty no longer requires a performance trade-off.
How does IG1 handle GDPR and EU AI Act compliance?
IG1's sovereign architecture is compliant by design. Data is processed within EU jurisdictions, never retained, and never used for model training. There is no cross-border data transfer subject to the CLOUD Act or FISA. For the EU AI Act, IG1's deployment model ensures full transparency and auditability at every layer of the AI stack — from hardware to API output.
