NCA-GENM Question 181
Select 3You are part of a team developing a multimodal generative AI solution for a client. During the requirements acquisition phase, the client mentions a need for real-time image-to-text generation for mobile users in low-bandwidth environments. What should you prioritize during this phase to ensure the project's success?
- A
Collaborate with the client to define performance benchmarks for real-time processing.
- B
Ensure the client provides a comprehensive dataset of high-quality mobile images.
- C
Deploy a prototype model immediately to test real-time functionality.
- D
Discuss integration challenges with the mobile platform and potential limitations.
- E
Focus solely on collecting user feedback before finalizing the model design.
Show answer and explanation
Correct answers: A, B, D
Explanation
Collaborating with the client during the requirements acquisition phase involves understanding their performance expectations, ensuring the availability of relevant data, and discussing technical challenges like integration. These steps ensure the project is aligned with the client's needs and technical feasibility, paving the way for a successful deployment.
- A. Correct.
Defining performance benchmarks early ensures the system aligns with the client's expectations for real-time processing in low-bandwidth environments.
- B. Correct.
A comprehensive dataset is critical to train and fine-tune the model effectively for the client's specific use case.
- C. Incorrect.
Deploying a prototype prematurely without proper requirements gathering and dataset preparation can lead to inefficiencies and misaligned expectations.
- D. Correct.
Understanding integration challenges with the mobile platform helps in addressing potential technical limitations early in the development lifecycle.
- E. Incorrect.
Focusing solely on user feedback without addressing technical requirements and integration challenges is insufficient during the requirements acquisition phase.