Sovereign AI
Private GPT, air-gapped LLMs, and regulated AI infrastructure.
Articles
Sovereign AI Data Center: Definition, Architecture, and Compliance Blueprint
What a Sovereign AI data center actually is — the network, identity, key management, and audit controls that separate compliance-grade private AI infrastructure from a rebranded GPU cluster.
The Hidden Costs of AI: Preventing Token Shock in AWS Bedrock
GenAI is cheap on Day 1 and brutal on Day 30. Implement quotas and cost governance using API Gateway throttling, per-tenant budgets, and Bedrock usage logs.
From Prompt to Production: The Golden Path for Secure GenAI Apps
Stop letting developers paste API keys in code. The Lambda + Bedrock + Guardrails serverless pattern for shipping GenAI features safely.
The Anatomy of a Private GPT: Architecting for SOC2 in Banking
Why public chatbots fail audits. A deep dive into the AWS Bedrock + VPC Endpoint + Private Subnet topology that passes banking compliance.
Sovereign AI on Metal: Air-Gapped LLM Stack with Ubuntu & vLLM
For when the cloud isn't private enough. How to run a Sovereign Appliance using hardened Ubuntu and open-source models.