GENERATIVE-AI-LEADER Question #61: Real Exam Question with Answer & Explanation

Question

A company wants to choose a generative AI (gen AI) use case that will be successful and have the most impact. What key factor should they determine first according to Google Cloud- recommended practices?

Options

• AThe number of employees who will be trained to use the new gen AI tools.
• BThe specific business problems the company aims to solve and the desired outcomes.
• CThe availability of pre-trained models that are offered on various cloud computing platforms.
• DThe frequency of updates to the underlying foundation models used by different gen AI platforms.

Explanation

According to Google's principles for successful AI adoption, organizations should adopt a "problem-first" approach to ensure their investments deliver measurable value. The strategic choice of a use case should always be motivated by a clear business imperative. Determining the specific business problems and desired outcomes (B) is the foundational step in any successful Gen AI strategy. Without a well-defined problem (e.g., "reduce customer response time by 30%") and a measurable desired outcome (e.g., "increase customer satisfaction scores"), any AI solution runs the risk of being a technology in search of a purpose, leading to limited adoption or failure to deliver meaningful ROI.

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