Free Microsoft AB-731 Exam Questions

Question 1

Contoso Bank currently uses several AI systems: a model that predicts which customers are likely to churn, an anomaly detection model for fraud, and a new initiative to auto-draft personalised savings-plan emails for clients.In an executive steering committee, the CIO asks you to clarify what is distinct about the new initiative compared to the existing ML models.Which statement best captures the difference between generative AI and other common enterprise AI models in this context?

A : Generative AI is any AI that runs in the cloud rather than on-premises, while other AI models typically run in data centres you own.

B : Generative AI models learn a probability distribution over the data and can produce new content (such as text, images, or code), whereas most other enterprise ML models focus on predicting labels, scores, or anomalies based on existing features.

C : Generative AI always works only on unstructured text, while other AI models are restricted to structured numerical data and cannot be applied to images or audio.

D : Generative AI replaces rule-based engines entirely, while other AI types still rely on explicitly coded if/then rules for every decision.

Answer: B

Question 2

An AI transformation lead tells executives:“When we use Azure OpenAI or enterprise Copilot experiences, customer prompts and completions are not used to train the foundation models by default, and our data remains isolated to our tenant under Microsoft’s enterprise data privacy commitments.”Is this statement correct?

A : True

B : False

Answer: A

Question 3

An AI transformation lead notices that their Azure OpenAI–based assistant often jumps straight to a recommendation without explaining why. For risk and compliance reasons, the business needs the model to show its intermediate reasoning steps so humans can review the logic.Which prompt engineering change best addresses this requirement?

A : Add instructions like “Think step by step and show your reasoning before the final answer”

B : Only increase the maximum tokens allowed for the response

C : Remove all system instructions and rely on the model defaults

D : Ask users to add extra questions manually when they want more detail

Answer: A

Question 4

Contoso Bank currently uses several AI systems: a model that predicts which customers are likely to churn, an anomaly detection model for fraud, and a new initiative to auto-draft personalised savings-plan emails for clients.In an executive steering committee, the CIO asks you to clarify what is distinct about the new initiative compared to the existing ML models.Which statement best captures the difference between generative AI and other common enterprise AI models in this context?

A : Generative AI is any AI that runs in the cloud rather than on-premises, while other AI models typically run in data centres you own.

B : Generative AI models learn a probability distribution over the data and can produce new content (such as text, images, or code), whereas most other enterprise ML models focus on predicting labels, scores, or anomalies based on existing features.

C : Generative AI always works only on unstructured text, while other AI models are restricted to structured numerical data and cannot be applied to images or audio.

D : Generative AI replaces rule-based engines entirely, while other AI types still rely on explicitly coded if/then rules for every decision.

Answer: B

Question 5

Contoso Manufacturing’s transformation office is preparing a board pack on “Supplier Resilience.”ScenarioThey need to:Pull together a narrative that combines web-based supply chain news, internal risk assessments, and key supplier meeting notesFor a shortlist of high-risk suppliers, deep-dive into attached Excel files (spend, on-time delivery, defect rates) to explain the main drivers and trends by region and categoryThey want to use Researcher and Analyst in Microsoft 365 Copilot.Which approach best aligns with how Researcher and Analyst are intended to be used?

A : Use Analyst for both the narrative and the data deep dive to minimise training on multiple agents

B : Use Researcher to analyse the Excel files and Analyst to write the cross-source narrative for the board pack

C : Use Researcher to create the supplier resilience narrative, then use Analyst to explore and visualise the Excel datasets

D : Use only standard Copilot Chat, because Researcher and Analyst are mainly for technical users

Answer: C