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Enterprise AI Factory inference hub Reference Design - Home Enterprise AI Factory inference hub Reference Design - Home

Enterprise AI Factory inference hub Reference Design

Enterprise AI Factory inference hub Reference Design - Home Enterprise AI Factory inference hub Reference Design - Home

Enterprise AI Factory inference hub Reference Design

Table of Contents

  • Governed Inference for the Enterprise AI Factory
  • Enterprise AI Factory inference hub Reference Design
  • Reference Design and Request Flow
  • Security, Governance, and Operations
  • Adoption Path
  • NVIDIA Implementation Walkthrough
  • inference hub Reference Implementation
  • Red Hat AI Factory with NVIDIA Reference Implementation

Notices

  • Notices

Enterprise AI Factory inference hub Reference Design#

  • Governed Inference for the Enterprise AI Factory
    • The Fragmentation Problem
    • Drivers and Personas
  • Enterprise AI Factory inference hub Reference Design
    • Portal
    • Gateway
    • Inference Backend
  • Reference Design and Request Flow
    • Reference Design Scope
    • End-to-End Access and Request Flow
    • Developer Access
    • Gateway and Intelligent Routing
    • NVIDIA’s Model-Serving Approach
  • Security, Governance, and Operations
    • Trust Boundaries and Governance Controls
    • Hybrid Routing and Serving Operations
    • Observability, Attribution, and Privacy
  • Adoption Path
    • 1. Establish Governance and Portal Onboarding
    • 2. Introduce the Governed Gateway
    • 3. Operationalize Model Serving
    • 4. Add Hybrid Optimization
  • NVIDIA Implementation Walkthrough
    • NVIDIA inference hub Walkthrough
    • Operating Lessons
  • inference hub Reference Implementation
    • Reference Shape
    • Operating Invariants
    • Why This Matters
  • Red Hat AI Factory with NVIDIA Reference Implementation
    • AI Gateway controls access, routing, and cost attribution for all model traffic
    • Inference Services run model workloads across engines and orchestration layers
    • Observability provides end-to-end visibility from prompt to token generation
    • Guardrails enforce safety policies on both user input and model output
    • Resource Orchestration manages GPU allocation across workloads
    • Platform
    • Extended AI Platform Services

Notices

  • Notices
    • Notice
    • Trademarks
    • Copyright

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Governed Inference for the Enterprise AI Factory

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Last updated on Nov 02, 2026.