Generative AI Leader Practice Question: Business Strategies for Generative AI Solutions
A business leader is developing a gen AI strategy. Which three key components should be included in the strategy?
⚠ Common exam trap
Google Cloud often tests the misconception that stakeholder involvement is a core strategic component, when in fact it is an implementation enabler, while responsible AI, data governance, and defined use cases with ROI are the three pillars that form the strategy itself.
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
✓
Plan for responsible AI
Responsible AI is a foundational component of any generative AI strategy, ensuring ethical use, bias mitigation, and compliance with emerging regulations. Without a plan for responsible AI, the organization risks reputational damage, legal liability, and deployment failures due to lack of trust. This goes beyond simple fairness checklists to include continuous monitoring of model outputs for toxicity, hallucination, and privacy violations.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Focus solely on technology
Why it's wrong here
Ignoring business and human factors leads to failure.
- ✓
Plan for responsible AI
Why this is correct
Responsible AI addresses fairness, transparency, and accountability.
- ✓
Establish data governance policies
Why this is correct
Data governance ensures quality, privacy, and compliance.
- ✓
Define clear use cases with ROI
Why this is correct
ROI-driven use cases ensure business alignment and investment justification.
- ✗
Involve stakeholders across departments
Why it's wrong here
While important, the three core components are A, B, D; stakeholder involvement is a cross-cutting practice.
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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.