nerdexam
Google

PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #66

You work for a large financial institution that is planning to use Dialogflow to create a chatbot for the company's mobile app. You have reviewed old chat logs and tagged each conversation for…

The correct answer is C. Automate the 10 intents that cover 70% of the requests so that live agents can handle the more. A is incorrect because you should not automate the higher value requests. B is incorrect because live agents are better suited to handle these complicated requests. C is correct because it enables a machine to handle the most simple requests and gives the live agents more…

Submitted by obi.ng· Apr 18, 2026ML pipeline operationalization

Question

You work for a large financial institution that is planning to use Dialogflow to create a chatbot for the company's mobile app. You have reviewed old chat logs and tagged each conversation for intent based on each customer's stated intention for contacting customer service. About 70% of customer inquiries are simple requests that are solved within 10 intents. The remaining 30% of inquiries require much longer and more complicated requests. Which intents should you automate first?

Options

  • AAutomate a blend of the shortest and longest intents to be representative of all intents.
  • BAutomate the more complicated requests first because those require more of the agents' time.
  • CAutomate the 10 intents that cover 70% of the requests so that live agents can handle the more

How the community answered

(36 responses)
  • A
    19% (7)
  • B
    8% (3)
  • C
    72% (26)

Explanation

A is incorrect because you should not automate the higher value requests. B is incorrect because live agents are better suited to handle these complicated requests. C is correct because it enables a machine to handle the most simple requests and gives the live agents more opportunity to handle higher value requests. D is incorrect because Dialogflow can handle the same word in multiple intents. https://cloud.google.com/blog/products/ai-machine-learning/discover-card-how-we-designed-an- experiment-to-evaluate-conversational-experience-platforms

Topics

#Chatbot development#Intent automation#Prioritization#Dialogflow

Community Discussion

No community discussion yet for this question.

Full PROFESSIONAL-MACHINE-LEARNING-ENGINEER Practice