AIF-C01 Question 23
Select 2A retail company wants to improve its customer service process. Currently, they rely on human agents to manually respond to customer inquiries, which often leads to delays and inconsistent responses. Which of the following scenarios highlight how AI/ML can provide value in this situation?
- A
Implementing a chatbot powered by natural language processing (NLP) to handle common customer inquiries automatically.
- B
Using a machine learning model to predict customer churn and proactively offer discounts to retain customers.
- C
Training an AI system to analyze historical customer service data and recommend optimal responses to human agents.
- D
Deploying an AI-powered image recognition system to categorize product images on the company's e-commerce site.
Show answer and explanation
Correct answers: A, C
Explanation
AI/ML can optimize customer service by enabling automation through chatbots and enhancing human decision-making with data-driven recommendations. These approaches directly address the scenario's challenges of delays and inconsistent responses while improving scalability and operational efficiency.
- A. Correct.
Correct: A chatbot powered by NLP can automate responses to common customer inquiries, reducing delays and ensuring consistent service, which aligns with the goal of improving customer service.
- B. Incorrect.
Incorrect: While predicting customer churn can provide business value, it is not directly related to improving the customer service process for responding to inquiries.
- C. Correct.
Correct: An AI system that analyzes historical data to recommend optimal responses can assist human agents in decision-making, leading to more efficient and consistent customer service.
- D. Incorrect.
Incorrect: Image recognition for product categorization is unrelated to the customer service process and does not address the scenario's requirements.