How do we architect for hybrid cloud AI deployments?

How It Works:

Combine on-prem bare-metal for sensitive workloads with cloud bursting for peak demand linked by secure VPNs or dedicated interconnects.

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Key Benefits:

• Data sovereignty: Keep PII on-prem.
• Burst capacity: Leverage cloud for spikes without overprovisioning locally.
• Unified management: Single pane of glass for both environments.

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Real-World Use Cases:

• Finance: On-prem risk models with cloud-based analytics.
• Healthcare: Local patient data processing with cloud training pipelines.