Run Any Model.
On Any Compute. Anywhere.
AI Fabric is the universal control layer that orchestrates any AI model, agent, or workload across any compute — cloud, private datacenter, sovereign cluster, edge, or future quantum. One operating system for intelligence infrastructure.
Enterprise AI is broken before it starts.
Your most valuable data — patient records, financial transactions, government intelligence — can never leave your perimeter. Yet every public AI platform requires exactly that. AI Fabric exists because the world's most important AI workloads cannot run on the world's most popular AI platforms.
Data Cannot Leave
Customer PII, financial data, healthcare records, and government information cannot be sent to OpenAI, Anthropic, Google, or any public cloud provider.
No Universal Platform
Existing tools manage containers, GPUs, or models in isolation. There is no single platform that orchestrates intelligence across all compute environments.
Vendor Lock-In
Every cloud AI platform ties your models, data, and workloads to their infrastructure. Switching costs compound with every deployment.
Sovereign AI Has No Infrastructure
National AI initiatives, defense environments, and air-gapped deployments require independent infrastructure that today's platforms simply do not offer.
The Operating System for AI Compute.
We don't build models. We don't rent GPUs. We orchestrate the intelligence infrastructure beneath them — so any model runs on any compute, governed and observable, end to end.
One layer. Every model. All compute.
AI Fabric sits as a single intelligent control layer between your workloads and every available compute resource. Your applications and models never need to know where computation runs — the fabric decides automatically.
AI FABRIC
"Just as Kubernetes became the operating system for containers, AI Fabric is the operating system for intelligence infrastructure."
Schedule intelligence onto anything that computes.
Cloud
Burst onto AWS, Azure, GCP and any OpenAI-compatible endpoint. AI Fabric schedules workloads to the cheapest healthy capacity without vendor lock-in.
One fabric. Five capabilities.
Everything you need to run intelligence at scale — without rebuilding your stack for every model or cloud.
Orchestrate
Intelligent scheduling of models, agents and workloads across every available resource.
Optimize
Resource optimization that balances latency, throughput and cost in real time. Enterprise deployments typically see a 30–70% reduction in AI infrastructure costs compared to public API pricing.
Secure
Enterprise-grade security, isolation and data governance — including air-gapped deployments.
Unify
One consistent interface across every compute environment, anywhere in the world.
Accelerate
Ship faster with agent-native primitives and a path to future quantum accelerators.
Sovereign-Ready
Air-gapped, national and defense environments — operate fully independent AI ecosystems.
Deploy agents inside your perimeter. Not outside it.
AI Fabric is agent-native — meaning it doesn't just run models, it orchestrates AI agents entirely within your infrastructure. Every agent runs under the same governance, audit, and access control as your models. No data leaves your environment.
Customer Support Agent
Resolve queries using your private knowledge base, without sending customer data to external APIs.
IT Operations Agent
Monitor, diagnose, and resolve infrastructure issues autonomously within your network perimeter.
Cybersecurity Agent
Detect threats and respond to incidents using classified internal telemetry.
HR & Knowledge Agent
Surface policies, onboard employees, and answer internal questions from your secured data.
Custom Enterprise Agent
Deploy any agent logic on any model across any compute — governed and auditable end to end.
Every agent. Every model.
Fully governed. Fully yours.
Built for the environments that demand it most.
AI Fabric is designed from the ground up for regulated industries, government deployments, and air-gapped environments. Your data never touches a public endpoint unless you explicitly allow it.
Air-Gapped Deployment
Run fully disconnected from the public internet. AI Fabric operates in classified, defense, and critical infrastructure environments with zero external dependencies.
Data Residency Control
Your data stays in your jurisdiction. Define exactly where models run, where data is processed, and where results are stored — enforced at the infrastructure level.
Full Audit & Governance
Every inference, every agent action, every model call is logged, auditable, and policy-controlled. Complete visibility into your AI operations.
Bring the models you already trust.
Built for organizations where data sovereignty isn't optional.
The common thread across every AI Fabric customer is regulated, sensitive data that cannot go to a public AI provider.
Banking & Finance
Run private models on financial data, trading systems, and customer records — fully compliant with financial regulations, inside your own infrastructure.
Healthcare
Deploy AI on patient records, clinical data, and diagnostics without ever leaving your secure perimeter. HIPAA-compliant by architecture.
Telecom
Operate network-scale AI across distributed infrastructure — edge nodes, regional datacenters, and central operations — under one control plane.
Manufacturing
Bring AI to factory floors, production lines, and supply chains in fully air-gapped, on-premises environments.
Government
Build national AI clouds with complete data residency control. AI Fabric powers sovereign AI initiatives that must operate independently of foreign infrastructure.
Defense & Intelligence
Mission-critical AI in classified, air-gapped environments. AI Fabric is designed for the most demanding security and isolation requirements in existence.
Every alternative solves part of the problem. AI Fabric solves all of it.
Ray runs distributed workloads but isn't a platform. Kubernetes orchestrates containers but isn't AI-native. AWS Bedrock, Azure AI Foundry, and Google Vertex AI are powerful — but they are the vendors you're trying to be independent from. AI Fabric is the only platform that delivers the full stack.
| Capability | Kubernetes + Kubeflow | Ray / Anyscale | AWS Bedrock / Azure AI | AI Fabric |
|---|---|---|---|---|
| Model-agnostic execution | ✗ | Partial | ✗ | ✓ |
| Cloud-agnostic deployment | Partial | Partial | ✗ | ✓ |
| Sovereign / air-gapped AI | ✗ | ✗ | ✗ | ✓ |
| Agent-native architecture | ✗ | ✗ | Partial | ✓ |
| Distributed compute marketplace | ✗ | ✗ | ✗ | ✓ |
| Single unified control plane | ✗ | ✗ | ✗ | ✓ |
| Future quantum readiness | ✗ | ✗ | ✗ | ✓ |
"Runtimes like Ray, Triton, and vLLM run as engines inside AI Fabric — not instead of it."
Build your sovereign
AI stack.
Join the organizations, enterprises and governments running independent AI ecosystems on AI Fabric.