Platform

Architecture ModelArchitecture model for private, governed, and deployable AI systems.Model RegistrySovereignty tiers and model selection guidance for private AI infrastructure.

Operating Layers

LabsTechnical experiments and implementation proofs for SovAIHub patterns.

Sovereign Platforms

Air-Gapped Sovereign AI PlatformFlagship solution path for disconnected, governed, and sovereign AI workloads.Sovereign AI FinOpsComplete cost, utilization, unit economics, and business value for controlled AI.Sovereign EvalOpsOffline-first regression tests and CI/CD release gates for RAG, LLMs, and agents.AI System PassportVersioned ownership, risk, architecture, BOM, evaluation, authority, cost, and change evidence.Sovereign Edge AI & TinyMLEdge AI, TinyML, and private inference patterns for constrained or distributed environments.

Runtime & Governance

Private RAG for Enterprise DocumentsPrivate document assistants with retrieval, grounding, citations, and review controls.Local LLM RAGRAG workflows using local model runtimes, grounded prompts, citations, and audit logs.Internal Artifact Supply ChainApproved images, packages, prompts, tools, checksums, and offline build sources.Controlled Agent RuntimeAgent workflows with approved tools, blocked actions, policy checks, and audit trails.AI Governance & Hallucination ControlEvidence checks, answer validation, citation verification, and escalation patterns.

Interactive Tools

Find my starting pointAnswer three questions to find a solution, kit, and next step.AI System Passport BuilderDocument your system, save a local draft, and export JSON or print.Hardware-to-Model MatchmakerSee which open-weight LLMs fit your GPU, at which quantization, with headroom.EU AI Act Risk CheckerVersioned orientation for scope, role, risk, Article 6(3), Article 50, and current dates.Sovereign AI FinOps CalculatorCompare private AI TCO, managed inference, utilization, unit cost, and business value.Readiness Checklist43-point sovereign AI audit across six control domains with instant scoring.

Guides & Services

Worked implementation examplesInspect runnable labs, recorded results, and implementation lessons.Sovereign AI AcademyEnterprise technical programs, public foundations, and customer-hosted lab direction.Token Cost CalculatorEstimate monthly LLM inference costs with RAG retrieval overhead included.Model Selection GuideDecision tree from data sensitivity and infrastructure to a specific model path.Hardware Sizing GuideEstimate GPU memory from model size, quantization, context, and concurrency.Architecture ReviewFixed-scope review: model stack, hardware sizing, topology, and compliance posture.All ResourcesEvery free tool, checklist, diagram pack, and test kit in one place.

Services Articles About

Start here

A practical path for your AI project.

Tell us what you are building, where it must run, and what you need next. Three questions connect you to relevant resources.

Your project

Find my starting point

0 of 3 answered · Your answers stay in this page.

1. What are you trying to build?

Answers from private documentsAgents that use toolsAI on local or edge devicesEvidence for an existing AI system

2. Where must it run?

Disconnected / air-gapped environmentPrivate servers or a controlled cloudA laptop or an edge deviceI am still deciding

3. What would help you next?

Understand the design choicesRun a practical starting pointReview readiness for production

Your starting path

Answer all three questions to see a solution, a practical resource, and a next step matched to your project.

Private AI systems, deployable RAG kits, agent architecture, governance patterns, and implementation playbooks for builders and teams.

Main

Products Solutions Assurance Resources Services Articles About

Products

SovAI Air-Gap AI Starter SovAI Air-Gap AI Starter v0.2 with Ollama SovAI Air-Gap Internal Artifact Hub SovAI Governed Knowledge Agents SovAI Architecture Pack SovAI Private RAG Kit SovAI OpenShift AI Deployment Pack SovAI Hallucination Guard

Assurance

Overview Levels 0–4 AI-SOV controls Evidence EU profile

Contact

contact@sovaihub.com

SovAIHub is an independent AI architecture and solutions initiative focused on sovereign AI, private RAG, air-gapped systems, local LLMs, and controlled AI deployments by Rana Kumar. The work is created on personally controlled equipment, accounts, subscriptions, and personal time outside employment hours. The views are personal and do not represent any employer or client. No confidential, proprietary, employer-owned, or client-specific information is used.

Copyright 2026 SovAIHub. All rights reserved.Privacy TermsCanonical domain: sovaihub.com