AI & Agents
Reference patternPrivate AI Cloud Landing Zone
A reference landing zone for private AI cloud on OpenShift AI — covering GPU node pools, model serving, training pipelines, RAG infrastructure and governance controls.
Private AI CloudOpenShift AIGPUModel servingRAGPipelines11 min
Reference patterns must be adapted to the customer environment, product versions, security policies and vendor architecture. This pattern does not constitute a production design without site-specific validation.
Architecture Overview — OpenShift AI → GPU Pools → Model Serving → Pipelines → Controls
Problem
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Context and Assumptions
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Reference Architecture
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Component Responsibilities
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Data Flow
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Security and Governance Controls
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Failure Modes
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Operational Considerations
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Validation Approach
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What Is Deterministic vs. AI-Assisted
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