Generative AI Leader Practice Question: Business Strategies for Generative AI Solutions
A healthcare organization wants to use generative AI for medical report summaries. What is the primary concern?
⚠ Common exam trap
Google Cloud often tests the misconception that technical performance (fluency, cost, latency) is the top priority, when in regulated industries like healthcare, compliance and data security are the non-negotiable primary concerns.
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
✓
Ensuring HIPAA compliance and data security when using cloud AI services
The primary concern for a healthcare organization using generative AI for medical report summaries is ensuring HIPAA compliance and data security when using cloud AI services. Medical data is protected health information (PHI), and any cloud-based AI service must have a Business Associate Agreement (BAA) in place and enforce encryption at rest and in transit to avoid regulatory penalties and data breaches.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Ensuring HIPAA compliance and data security when using cloud AI services
Why this is correct
Generative AI models processing PHI must be HIPAA-compliant, requiring a signed Business Associate Agreement (BAA) with Google Cloud.
- ✗
The model's ability to generate fluent and coherent summaries
Why it's wrong here
While important, fluency is not the primary concern; regulatory compliance outweighs output quality.
- ✗
Minimizing the cost of each API call to stay within budget
Why it's wrong here
Cost is a consideration but not the primary concern in a regulated industry like healthcare.
- ✗
Latency of responses for real-time use cases
Why it's wrong here
Latency is a performance factor but not as critical as compliance and security risks.
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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.