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PROFESSIONAL-CLOUD-ARCHITECT · Question #295

You are architecting a new application feature for a healthcare provider based in Qatar. The feature needs to summarize sensitive patient notes that are submitted by clinicians. A critical…

The correct answer is B. Use Vertex AI Model Garden to select a Gemma model. Deploy this model to a Vertex AI. The Vertex AI documentation shows that the Middle East region me-central1 (Doha, Qatar) is By selecting a pretrained model (for example from the Model Garden) and deploying it as an endpoint in that Qatar region, you can ensure that the data never leaves Qatari borders…

Submitted by kevin_r· Mar 30, 2026Designing for security and compliance

Question

You are architecting a new application feature for a healthcare provider based in Qatar. The feature needs to summarize sensitive patient notes that are submitted by clinicians. A critical requirement is that the content of these patient notes must never be processed outside of Qatar's borders. You want to use a powerful, pre-trained generative model for the summarization task while strictly adhering to the data residency constraint. What should you do?

Options

  • AWrite application code that sends the patient notes explicitly to the Gemini API endpoint in Qatar
  • BUse Vertex AI Model Garden to select a Gemma model. Deploy this model to a Vertex AI
  • CUse the Cloud Natural Language API to analyze the text and configure it to generate a summary
  • DGather a large, anonymized dataset of medical notes. Use Vertex AI Training to train a custom

How the community answered

(52 responses)
  • A
    29% (15)
  • B
    56% (29)
  • C
    6% (3)
  • D
    10% (5)

Explanation

The Vertex AI documentation shows that the Middle East region me-central1 (Doha, Qatar) is By selecting a pretrained model (for example from the Model Garden) and deploying it as an endpoint in that Qatar region, you can ensure that the data never leaves Qatari borders, fulfilling the data residency requirement.

Topics

#data residency#Vertex AI#Gemma#healthcare compliance

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