Single architecture spanning edge, on-prem, managed compute, and private AI cloud.
Visarj Platform
One Infrastructure Architecture. From Edge to Enterprise.
Visarj unifies AI Factories, Private AI Cloud, GPU Infrastructure, Edge AI, managed compute, and immersion-cooled systems into a deployable infrastructure architecture for organizations that need to govern AI under their own control.
Infrastructure Architecture
Sovereign AI infrastructure system
Immersion-cooled compute for governed AI environments.
Executive Narrative
Why this page matters.
Visarj Platform
Visarj unifies AI Factories, Private AI Cloud, GPU Infrastructure, Edge AI, managed compute, and immersion-cooled systems into a deployable infrastructure architecture for organizations that need to govern AI under their own control.
Technical Narrative
Infrastructure components, deployment logic, and governance considerations.
Platform Architecture
A reference stack connecting on-prem pods, private cloud controls, managed compute, edge nodes, and immersion-cooled facilities so teams can plan one architecture instead of isolated pilots.
Visarj SDC-OP (On-Premise)
Dedicated immersion-cooled infrastructure deployed in customer-controlled facilities or regional sites for predictable capacity, local governance, and high-density AI workloads.
Visarj Cloud
A private AI cloud control layer for scheduling, monitoring, governance, tenant separation, and hybrid integration across owned compute and external environments.
Visarj Compute
Managed GPU and accelerated compute capacity for teams that need training, inference, simulation, or research resources without building every operational function at once.
Visarj SDC-EU (Edge Unit)
Compact AI systems placed near facilities, campuses, hospitals, industrial sites, and network edges where latency, data locality, or continuity matters.
Immersion Cooling
A thermal foundation that supports sustained high-density compute while reducing air-cooling constraints, hot spots, and rack-level deployment friction.
Buyer Path
Start with the workload, governance boundary, facility reality, and economics; then choose edge, on-prem, managed compute, private cloud, or an AI factory pattern.
Product Architecture
Visarj Edge and Visarj On-Premise starting points.
Visarj Edge 2UVisarj Edge 2U imageVisarj infrastructure visual
Visarj Edge 2U
Compact AI infrastructure for branch, facility, and micro-edge deployment
Visarj Edge 4UVisarj Edge 4U imageVisarj infrastructure visual
Visarj Edge 4U
High-density edge compute for multi-tenant and GPU-heavy environments
Visarj Edge 6UVisarj Edge 6U imageVisarj infrastructure visual
Visarj Edge 6U
Micro-pod AI infrastructure for ruggedized and mission-critical edge environments
Visarj On-Premise 12UPod12 imageVisarj infrastructure visual
Visarj On-Premise 12U
Departmental AI, HPC, and private compute in a compact immersion platform
Visarj On-Premise 24UPod24 imageVisarj infrastructure visual
Visarj On-Premise 24U
Enterprise-scale private cloud and high-density compute consolidation
Visarj On-Premise 42UPod42 imageVisarj infrastructure visual
Visarj On-Premise 42U
Full-rack immersion infrastructure for AI factories and sovereign compute
| Model | Positioning | Approx. IT Load | Compute Profile | Best Fit |
|---|---|---|---|---|
| Visarj Edge 2U | Compact AI infrastructure for branch, facility, and micro-edge deployment | Approx. 4.6 kW | 1-2 dual-socket servers; up to 4 GPUs; up to approximately 100 TB NVMe where configured | Retail micro data centers, industrial IoT gateways, telemedicine edge, video analytics, compact inference |
| Visarj Edge 4U | High-density edge compute for multi-tenant and GPU-heavy environments | Approx. 9.2 kW | 2-4 dual-socket servers; up to 8 GPUs; up to approximately 250 TB NVMe/SAS storage | Telco MEC, smart campuses, autonomous logistics, hospital edge PACS, regional inference nodes |
| Visarj Edge 6U | Micro-pod AI infrastructure for ruggedized and mission-critical edge environments | Approx. 13.8 kW | 4-6 compute nodes; GPU or accelerator options; approximately 400-500 TB high-performance storage | Mining, energy, 5G/ORAN hubs, smart manufacturing cells, critical infrastructure nodes, mobile compute |
| Model | Positioning | IT Load Cooling Capacity | Compute Profile | Best Fit |
|---|---|---|---|---|
| Visarj On-Premise 12U | Departmental AI, HPC, and private compute in a compact immersion platform | 15-40 kW | Up to 12 x 1U dual-socket servers; optional hot-swap trays | Departmental HPC, private AI clusters, quant/risk engines, CAD/PLM, research compute, constrained data centers |
| Visarj On-Premise 24U | Enterprise-scale private cloud and high-density compute consolidation | 50-100 kW | Up to 24 x 1U dual-socket servers; dense CPU nodes; mixed CPU/GPU configurations | Private cloud clusters, database farms, VDI, analytics, telco core, enterprise AI platforms |
| Visarj On-Premise 42U | Full-rack immersion infrastructure for AI factories and sovereign compute | 100-200 kW | Up to 42 x 1U dual-socket servers; high-end GPUs/accelerators; up to approximately 500 TB storage where configured | AI training clusters, model serving, national-scale private cloud, rendering, trading, telco modernization, government AI factories |
| Buyer Type | Recommended Starting Point | Rationale |
|---|---|---|
| Edge AI Leader | Visarj Edge 2U, 4U, or 6U | Deploy local inference, analytics, and storage close to operations. |
| Enterprise AI Leader | Visarj On-Premise 12U or 24U | Establish private AI capacity, consolidate workloads, and build repeatable infrastructure capability. |
| Government / Research Leader | Visarj On-Premise 24U or 42U + Visarj Cloud | Create sovereign AI infrastructure with governance, orchestration, and scalable GPU capacity. |
| Industrial Operator | Visarj Edge 6U + Visarj On-Premise regional node | Support remote inference while centralizing model training and operational analytics. |
Visarj Architecture
How the platform stack comes together.
Visarj SDC-OP (On-Premise)
High-density immersion-cooled infrastructure deployed under organizational control.
Explore Visarj SDC-OPVisarj Cloud
Sovereign private AI cloud orchestration, governance, monitoring, and hybrid integration.
Explore Visarj CloudVisarj Compute
Managed GPU infrastructure services for training, inference, simulation, and research.
Explore Visarj ComputeVisarj SDC-EU (Edge Unit)
Compact AI infrastructure for local inference, analytics, storage, and operational continuity.
Explore Visarj SDC-EUImmersion Cooling
Thermal foundation for dense GPU platforms and AI factories.
Explore Immersion Cooling
FAQ
Direct answers for infrastructure buyers.
What is the Visarj Platform?
It is the unified architecture connecting VisarjOnPrem, VisarjCloud, VisarjCompute, Visarj Edge, and immersion cooling.
Is this only hardware?
No. Visarj positions infrastructure, cooling, governance, deployment, and operational architecture as one system.
Where should buyers start?
Edge leaders should start with Visarj Edge; enterprise and sovereign buyers should start with VisarjOnPrem, VisarjCloud, and an architecture review.
Internal Links
Continue through the architecture.
Next Step
Explore the Visarj Platform
Every Visarj engagement should connect executive intent, technical architecture, economics, and deployment reality before infrastructure decisions are made.