200–5,000+ users. Multi-site federation. Data sovereignty per region.
Site A — Stockholm (EU) Site B — Berlin (EU)
┌───────────────────────┐ ┌───────────────────────┐
│ AI Center A │ │ AI Center B │
│ │ │ │
│ ┌──────┐ ┌──────┐ │ │ ┌──────┐ ┌──────┐ │
│ │ GPU │ │ GPU │ │ │ │ GPU │ │ GPU │ │
│ │ ×4 │ │ ×4 │ │ │ │ ×4 │ │ ×4 │ │
│ └──────┘ └──────┘ │ │ └──────┘ └──────┘ │
│ 384 GB VRAM pool │ │ 384 GB VRAM pool │
│ │ │ │
│ Federation Ctrl. │ │ Federation Ctrl. │
│ Sovereignty: EU │ │ Sovereignty: EU │
│ Pods: 12 active │ │ Pods: 8 active │
│ Users: 180 │ │ Users: 120 │
└───────────┬───────────┘ └───────────┬───────────┘
│ │
│ ┌──────────────────┐ │
└──────┤ Fleet Mesh ├───────┘
│ (P2P Orbit) │
┌──────┤ ├───────┐
│ │ Operational │ │
│ │ knowledge only │ │
│ │ No personal data│ │
│ └──────────────────┘ │
│ │
┌───────────┴───────────┐ ┌───────────┴───────────┐
│ AI Center C │ │ AI Center D │
│ │ │ │
│ ┌──────┐ ┌──────┐ │ │ ┌──────┐ │
│ │ GPU │ │ GPU │ │ │ │ GPU │ Air-gapped │
│ │ ×8 │ │ ×8 │ │ │ │ ×4 │ │
│ └──────┘ └──────┘ │ │ └──────┘ │
│ 768 GB VRAM pool │ │ 192 GB VRAM pool │
│ │ │ │
│ Federation Ctrl. │ │ Federation Ctrl. │
│ Sovereignty: US │ │ Sovereignty: CLASSIFIED│
│ Pods: 24 active │ │ Pods: 6 active │
│ Users: 350 │ │ Users: 40 │
└───────────────────────┘ └───────────────────────┘
Site C — New York (US) Site D — Restricted
Federation extends the AI Center across geographic regions while maintaining absolute data sovereignty. Each site runs its own AI Center with its own GPU pool, its own models, and its own data boundary. No personal data, no documents, no credentials ever cross a site boundary.
What does cross boundaries is operational knowledge — how applications work, what interfaces accept, what workflows produce results. When Site A’s AI learns to operate a new enterprise application, that structural understanding propagates to Sites B, C, and D through the Fleet Mesh. The collective intelligence grows. The data stays local.
Sovereignty rules are defined per site. EU sites comply with GDPR. US sites comply with domestic regulations. Classified sites can be fully air-gapped — connected to nothing, operating autonomously. The Federation Controller at each site enforces these boundaries. Cross-region task routing respects sovereignty automatically.
┌─────────────────┐
│ Fleet Mesh │
└────────┬────────┘
│
┌───────────────────┼───────────────────┐
│ │ │
┌────┴────┐ ┌────┴────┐ ┌────┴────┐
│ Task │ │ Load │ │ Health │
│ Routing │ │ Balance │ │ Monitor │
└─────────┘ └─────────┘ └─────────┘
When Site A is at capacity:
─────────────────────────────────────────
1. Task arrives at Site A
2. Site A GPU pool: 96% utilized
3. Fleet Mesh checks sovereignty rules
4. Task eligible for Site B (same region)
5. Routed to Site B automatically
6. Result returned to requester at Site A
When Site D is air-gapped:
─────────────────────────────────────────
1. Site D operates fully offline
2. No Fleet Mesh connection
3. No operational knowledge sync
4. Complete isolation maintained
5. Manual knowledge import via secure media
Fleet Mesh is peer-to-peer — no central orchestrator, no single point of failure. Each site discovers other sites through Orbit protocol. Load balancing, health monitoring, and heartbeat checks flow across the mesh in real-time. If one site goes offline, the mesh routes around it automatically.
For air-gapped sites, the Fleet Mesh simply does not exist. The site operates fully autonomously with no external connection. Operational knowledge can be imported manually through secure media if desired — but the site never needs it to function.
Compliance Matrix
─────────────────────────────────────────
Site A (Stockholm) GDPR · ISO 27001
Site B (Berlin) GDPR · ISO 27001
Site C (New York) SOC 2 · HIPAA · FedRAMP
Site D (Restricted) Air-gapped · National regs
Data Boundary Enforcement
─────────────────────────────────────────
Patient data Never leaves originating site
Financial records Site-locked to jurisdiction
Classified material Air-gapped site only
Operational knowledge Flows across mesh (no PII)
Credentials Never shared, never synced
Compliance is not a feature layered on top. It is the architecture itself. Each site is a sovereign data boundary. The Federation Controller enforces what can cross that boundary — and in the large enterprise tier, the answer is: only structural knowledge, never personal data.
GDPR, HIPAA, SOC 2, FedRAMP, national data sovereignty regulations — all satisfied by the same architectural fact: data stays where it is. There is no data processing agreement because there is no external data processor. There is no cross-border transfer analysis because there are no transfers. Audit is simple: the data is in the building. It never left.
Per Site — AI Center
─────────────────────────────────────────
Hardware Multi-GPU rack server(s)
GPU Pool Configurable: 192 GB — 768+ GB
Operating Sys. SteraOS AI Center + Federation
Modules All Mid tier modules
+ Federation Controller
+ Fleet Mesh
+ Compliance Firewall
+ Cross-site task routing
Security RBAC · SSO · audit · encryption
API Enterprise API Gateway
Organization-Wide
─────────────────────────────────────────
Sites 2-12+ (no upper limit)
Users 200-5,000+
Topology Hub, mesh, or hybrid
Air-gap Supported per site
Knowledge sync Operational only, automatic
SLA 24/7 available
Engagement Model
─────────────────────────────────────────
Co-development Dedicated solutions team
Pod development Custom AI workers for your org
Training On-premise fine-tuning per site
Deployment On-site installation + config
Pricing Custom (based on sites + GPUs)
Large enterprise deployments are co-developed. We work with your infrastructure team, your compliance team, and your department heads to design the right topology, select the right hardware, and build the right AI workforce for your organization.