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terrifix mesh

Own your AI.

Fine-tune and run AI models using your data, on the infrastructure you choose.

  • Unmetered Usage
  • Maximum Efficiency
  • Much Lower Costs
Why Terrifix Mesh

Enterprise AI is more than one frontier model

Terrifix Mesh turns enterprise data into a portfolio of built for purpose LLMs that enable enterprise AI agents and workflows

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AI THAT ENABLES YOUR BUSINESS

Own your AI with open weight models

Your data, your LLMs, your infrastructure, your enterprise AI with full obervability, governance, and containerized deployment

Secure, naturally compliant, and completely unmetered enterprise AI
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Why it Matters

Get real results from your AI investment

Your agents, workflows, assistants, and AI investment built on models you own on GPU agnostic infrastructure that your enterprise can afford

ENTERPRISE INTELLIGENCE

Build intelligence specific to your enterprise

Fine-tune open-weight models around approved enterprise knowledge, language and use cases.

  • BUSINESS IMPACT
    Enterprise knowledge turned into usable intelligence
AI ECONOMICS

Get more AI from every GPU

Use available GPU capacity more efficiently through scheduling, orchestration and optimized model serving.

  • BUSINESS IMPACT
    More AI capacity from existing infrastructure
STRATEGIC CONTROL

Run AI where the enterprise chooses

Deploy and operate models on enterprise-controlled Kubernetes across cloud, on-premises or hybrid environments.

  • BUSINESS IMPACT
    Control over where AI runs and who operates it
AI DELIVERY & OPERATIONS

One governed path to production

Manage fine-tuning, registry, deployment, serving and observability through one operating path.

  • BUSINESS IMPACT
    Lesser engineering effort, fewer handoffs

Built for ownership, portability and control

Fully enterprise-controlled

Run inside your operating boundary.

Cloud/on-prem portability

Use your preferred environment, including hybrid.

Sovereign deployment

Keep models within required jurisdictions.

Use cases

One model layer.
Many applications.

Enterprise applications use Mesh-managed inference endpoints while workflows and decisions remain in enterprise systems.

Put institutional context in every analysis. Support document, policy and analyst applications with specialized model endpoints.

Make approved knowledge easier to use. Support documentation and knowledge applications without moving clinical decisions into Mesh.

Turn operational knowledge into faster understanding. Support network and service teams through the applications they already use.

Who Mesh is built for

Teams that need enterprise AI without surrendering control.

The platform brings together the people responsible for AI delivery, infrastructure, governance, and production reliability.

AI & engineering teams
Ship models without rebuilding the stack.
Fine-tune, deploy, test, version, and serve through one governed infrastructure layer.
CIO & infrastructure
Make enterprise compute work harder.
Control where AI runs, how GPU resources are scheduled, and how production workloads are monitored.
Data & governance
Keep model lifecycle visibility intact.
Track model versions, lineage, access, activity, and deployment status across environments.
Security & risk
Keep AI inside the boundaries you set.
Use enterprise-controlled infrastructure, authentication, tenant isolation, auditability, and governed model endpoints.
See Mesh for your team
Get started

Put your AI models on infrastructure you control.

See how Terrifix Mesh can fit your model deployment, fine-tuning, inference, governance, and GPU infrastructure.