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Generative AI Leader Practice Question: An enterprise wants to use Gemini for a…

An enterprise wants to use Gemini for a customer-facing application. They require the following: data isolation in a VPC, audit logging, and SLA guarantees. Which THREE features of Vertex AI satisfy these requirements?

⚠ Common exam trap

The Generative AI Leader exam often tests the distinction between development tools (like AI Studio free tier) and production-ready enterprise features, and candidates mistakenly assume that any Google AI offering includes SLA and VPC controls by default.

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

✓

Vertex AI SLA (Service Level Agreement)

Vertex AI offers a defined Service Level Agreement (SLA) that guarantees uptime and performance metrics for enterprise customers, which is a core requirement for customer-facing applications. The SLA provides contractual assurances, typically covering availability and response times, ensuring the enterprise can meet its own service commitments.

Answer analysis

Option-by-option breakdown

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

  • ✓

    Vertex AI SLA (Service Level Agreement)

    Why this is correct

    SLA guarantees uptime and performance.

  • ✗

    Gemini Nano on-device

    Why it's wrong here

    On-device does not provide VPC or audit logging.

  • ✓

    VPC Service Controls

    Why this is correct

    VPC-SC provides data isolation within a VPC.

  • ✓

    Cloud Audit Logs integration

    Why this is correct

    Audit logs record API calls for compliance.

  • ✗

    Google AI Studio free tier

    Why it's wrong here

    Free tier lacks enterprise controls.

About these practice questions

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JA

Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This Generative AI Leader practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the Generative AI Leader exam.