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AI-103 Implement Generative AI And Agentic Solutions Practice Question

You are optimizing an Azure OpenAI deployment in Azure AI Foundry for high-throughput batch processing. Which TWO strategies or configurations should you consider? (Choose TWO)

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Azure OpenAI Batch API for asynchronous high-volume jobs at reduced costs

Batch API usage and provisioned throughput units (PTUs) are designed for managing high-volume enterprise throughput and batch workloads.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Azure OpenAI Batch API for asynchronous high-volume jobs at reduced costs

    Why this is correct

    The Batch API processes large volumes of asynchronous requests with dedicated quota and cost benefits.

  • Disabling SSL certificate validation in the client SDK

    Why it's wrong here

    Disabling SSL creates security vulnerabilities and does not improve throughput.

  • Provisioned Throughput Units (PTUs) for guaranteed model capacity and predictable latency

    Why this is correct

    PTUs reserve dedicated model capacity, ensuring predictable performance and high throughput.

  • Setting model max_tokens to 1

    Why it's wrong here

    Setting max_tokens to 1 restricts output generation, useless for batch processing workloads.

  • Routing all traffic through public developer local workstations

    Why it's wrong here

    Local workstations do not scale for high-throughput enterprise batch processing.

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Last reviewed August 2026 · checked against the official Microsoft exam blueprint

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