Free Microsoft AB-731 Exam Practice Questions 2026

Fabrikam is implementing a retrieval-augmented generation (RAG) pattern for a “Policy Advisor Copilot.” They want a search service that can:Index PDFs, knowledge articles, tickets, and emailsSupport full-text, semantic, and vector/hybrid searchExpose an API that their copilot calls to retrieve relevant chunks before generating answersFill in the blank:The Azure service that best provides this search and retrieval capability is __________.

Fabrikam is building an internal AI assistant that can answer questions over sensitive finance and HR data. The CISO wants to avoid a situation where any authenticated user can see all content once inside the app.Fill in the blank:From a security perspective, the AI solution should ______.

A transformation lead at Fabrikam claims:“As long as we collect very large volumes of data, it doesn’t matter if it’s noisy or poorly labeled; modern generative AI models will automatically correct for low data quality during training.”Is this statement correct?

Contoso’s HR team wants help drafting job descriptions and rewriting internal policy documents directly inside Word and Outlook. They have no AI engineering team and want to avoid managing models, prompts, or infrastructure.Which generative AI solution should they use first?

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?