QUESTION 61
In an IT services firm, the Al project team is tasked with developing a virtual assistant to support customer service operations. The assistant must integrate seamlessly with existing customer relationship management (CRM) systems and handle a variety of customer queries. Which necessary initial task should the project manager take?

A. Designing a custom Al algorithm that enhances the chatbot’s capacity
B. Building a dedicated data lake
C. Conducting a comprehensive data audit
D. Procuring advanced natural language processing (NLP) libraries

Correct Answer: C

QUESTION 62
In a clustering analysis for data use, the project team finds that the clusters are not meaningful and do not provide actionable insights. Which activity should the project manager do with the project team?

A. Assess the trade-offs of the various algorithms.
B. Establish data governance protocols.
C. Conduct an algorithm analysis on the data sources.
D. Identify the data gaps and address deficiencies.

Correct Answer: D

QUESTION 63
In a logistics project, a company is integrating an Al-driven supply chain optimization tool. The project manager needs to address the risk of external dependencies affecting project success. Which method is a next step for the project manager?

A. Negotiating long-term contracts with reliable third-party vendors
B. Conducting regular audits of third-party vendor performance and compliance
C. Establishing contingency plans for critical external dependencies
D. Developing a comprehensive risk matrix to monitor external dependencies

Correct Answer: C

QUESTION 64

A manufacturing company is considering implementing an Al solution to optimize its supply chain. The project manager needs to determine if Al is necessary for this task. Which action will address the requirements?

A. Determining the specific cognitive tasks that Al can perform within the supply chain
B. Assessing the cost-benefit ratio of an Al implementation for the supply chain
C. Evaluating the scalability of Al solutions for supply chain optimization
D. Identifying noncognitive versus Al methods used in supply chain management

Correct Answer: A

QUESTION 65
During the evaluation of an Al solution, the project team notices an unexpected decline in model performance. The model was previously achieving high accuracy but has recently shown increased error rates. Which action will identify the cause of the performance decline?

A. Analyzing the distribution of real world data for potential shifts
B. Checking for issues in the data preprocessing pipeline that may have introduced noise
C. Reviewing recent changes made to the model’s architecture and parameters
D. Increasing the amount of regularization to prevent overfitting

Correct Answer: A

QUESTION 66
A project manager is tasked with ensuring the transparency of an Al project’s data selection process. The project involves integrating multiple data sources from various departments. What should the project manager do?

A. Implement advanced data encryption techniques.
B. Establish a cross-departmental data sharing agreement.
C. Develop a data visualization dashboard.
D. Create a comprehensive data catalog.

Correct Answer: D

QUESTION 67
A project manager needs to select an effective technique to address distinct outputs and objectives in Al/machine learning (ML) model training. What should the project manager use?

A. A generic prompt template
B. A fixed set of predefined prompts
C. A single comprehensive prompt for all tasks
D. A sequence of prompts tailored to each output

Correct Answer: D

QUESTION 68
Different Al project team members are responsible for various parts of the project, both cognitive and non-cognitive. The project manager needs to ensure effective accountability documentation. Which method will help to ensure accurate documentation?

A. Assigning documentation responsibilities to a dedicated documentation team
B. Implementing periodic documentation reviews by the project manager
C. Using a centralized documentation system accessible to all team members
D. Creating separate documentation protocols for cognitive and non-cognitive parts

Correct Answer: C

QUESTION 69
A project team at a healthcare provider is determining whether their patient records are adequate for an Al diagnostic tool. They need to validate that the data covers a broad spectrum of conditions and demographics. What is an effective method to assure data suitability?

A. Implementing a longitudinal data-gathering approach
B. Conducting a cross-sectional study on data diversity
C. Analyzing data variance and ensuring balanced sampling
D. Performing demographic analysis and stratifying patient data

Correct Answer: D

QUESTION 70
A project manager is evaluating whether an Al model is ready for operationalization. The project team has ensured the model meets accuracy and performance requirements and has conducted extensive testing. However, uncertainty about the model’s operationalization in different environments and its compliance with regulatory standards still exists. What should the team do next?

A. Consider retraining the model for better performance.
B. Evaluate the model’s adaptability to diverse conditions.
C. Reassess the project’s data preparation phase.
D. Implement additional noncognitive solutions.

Correct Answer: B

QUESTION 71
A project manager is preparing a final report on an Al project. The report must highlight lessons learned, focusing on ethical concerns and compliance with data regulations. In addition, the team has identified multiple ethical issues related to data privacy during the project. What is an effective approach to address the situation for future Al projects?

A. Provide additional training on ethical Al practices.
B. Increase the frequency of compliance audits.
C. Develop a transparent data compliance usage policy.
D. Implement a robust ethical data governance framework.

Correct Answer: D

QUESTION 72

A government project plans to implement an Al-based fraud detection system and the project team needs to define the success criteria. They identified potential improvements in detection accuracy, reduction in investigation time, and cost savings as key performance indicators (KPIs). However, they are unsure how to effectively quantify these KPIs.
Which two approaches should be used? (Choose 2)

A. Use random benchmarks without industry comparison.
B. Establish a baseline using historical data comparisons.
C. Set fixed performance targets based on theoretical models.
D. Rely on only qualitative feedback from stakeholders.
E. Implement a continuous performance monitoring system.

Correct Answer: BE

QUESTION 73
A project team is trying to determine the most suitable environment to operationalize their Al/machine learning (ML) solution. They need to consider various factors to help ensure a successful implementation. What should the project manager do?

A. Analyze the solution’s compliance requirements.
B. Identify the end users and their interactions.
C. Evaluate the system’s scalability options.
D. Consider the cost of implementation.

Correct Answer: C

QUESTION 74
An Al project team has prepared the data and is ready to proceed with model development. Which action should the project manager perform next?

A. Conduct a final assessment of the data quality.
B. Document the performance metrics for the model.
C. Ensure go/no-go questions have well-defined answers.
D. Prepare a report on the model’s scalability.

Correct Answer: C

QUESTION 75
A company wants to introduce an elementary school learning system. The Al project team is concerned about the possibility of bias in the model. What should the project manager do to address this issue?

A. Establish a bias review committee.
B. Implement regular bias detection audits.
C. Train employees on ethical Al practices.
D. Introduce diverse datasets for training.

Correct Answer: D

QUESTION 76
An IT services company is integrating an Al solution to automate its customer service functions. The integration team is facing resistance from the customer’s employees. Which action should the project manager perform to manage this risk?

A. Implement gradual phased rollout.
B. Conduct all-hands meetings on the benefits.
C. Mandate immediate transition from management.
D. Offer the option to join another team.

Correct Answer: A

QUESTION 77
A financial services firm is integrating Al to enhance fraud detection. To oversee data evaluation, the project manager needs to ensure the integrity and accuracy of input data. including transaction histories and customer profiles. Which method provides the results that address the requirements?

A. Applying a visualization generator to create data flow diagrams
B. Utilizing a prompt pattern to guide the Al model’s training process
C. Using a fact checklist to systematically verify data sources
D. Implementing alternative approaches to process data differently

Correct Answer: C

QUESTION 78
A finance company is planning an Al project to improve fraud detection. The project manager has identified multiple cognitive patterns that can be used. Which method will narrow the project scope?

A. Implementing all identified patterns in parallel to test their effectiveness
B. Comparing cognitive patterns against noncognitive requirements
C. Rotating through cognitive and non-cognitive patterns sequentially in short iterations
D. Prioritizing patterns based on their potential impact and complexity

Correct Answer: D

QUESTION 79
An IT services company is working on a project to develop an Al-based customer support system. During data preparation. the project manager needs to clean and transform customer interaction logs. What is an effective technique to handle any missing data?

A. Fill missing values with Zeros without analysis.
B. Remove records with missing values if minimal.
C. Ignore missing data if it seems insignificant.
D. Duplicate existing data to fill in missing gaps.

Correct Answer: B

QUESTION 80
An aerospace company is integrating Al for predictive maintenance. The project manager is concerned about potential delays due to external dependencies. Which initial step should the project manager take?

A. Establish contingency plans
B. Engage with multiple suppliers
C. Increase resource allocation
D. Implement just-in-time inventory

Correct Answer: B