NCA-AIIO Question 35
Select 3A retail company wants to implement AI to improve its customer experience and operational efficiency. Which of the following AI use cases are most relevant for this industry?
- A
Personalized product recommendations
- B
Predictive maintenance of manufacturing equipment
- C
Fraud detection in online transactions
- D
Inventory demand forecasting
- E
Autonomous vehicle navigation for delivery
Show answer and explanation
Correct answers: A, C, D
Explanation
The retail industry leverages AI use cases like personalized recommendations, fraud detection, and inventory forecasting to improve customer experience and operational efficiency. While some AI applications like predictive maintenance or autonomous navigation are relevant to other industries, they are not as directly applicable to retail.
- A. Correct.
Personalized product recommendations are widely used in the retail industry to enhance the customer experience by suggesting items tailored to individual preferences, boosting sales and customer satisfaction.
- B. Incorrect.
Predictive maintenance of manufacturing equipment is more relevant to manufacturing and industrial sectors rather than retail, where equipment uptime is crucial for production lines.
- C. Correct.
Fraud detection in online transactions is a crucial AI use case in retail, especially for e-commerce platforms, to identify and mitigate fraudulent activities and improve transaction security.
- D. Correct.
Inventory demand forecasting is highly applicable to retail as it helps optimize stock levels, reduce waste, and ensure product availability based on customer demand patterns.
- E. Incorrect.
Autonomous vehicle navigation for delivery is more specific to logistics and transportation industries, though it could be tangentially related to retail if the company directly manages its own delivery operations.