Identify Benefits and Capabilities of Foundry Tools AB-731 Practice Questions (Page 7)

Questions 31–35

1. 31expert · hard

   A news agency wants to build a search system that allows journalists to find articles across decades of archives, including scanned PDFs and handwritten notes. They need to support natural language queries and return relevant results quickly. They also have a limited budget and want to avoid manual tagging. Which Foundry approach is most effective?

   • AUse Azure AI Document Intelligence to extract text from PDFs and handwritten notes, then index the extracted text in Azure AI Search with semantic ranker.
   • BManually tag all articles and index the tags in Azure AI Search.
   • CUse Azure Vision to analyze the scanned images and index the image features in Azure AI Search.
   • DUse Azure AI Search to index the raw image files and rely on its built-in OCR.
   Reveal Solution Discussion Select an answer first
2. 32application · medium

   A healthcare provider wants to use AI to summarize patient discharge summaries. They need the AI to be accurate and handle medical terminology. They also need to ensure patient data remains within their region. Which approach should they take in Microsoft Foundry?

   • AUse Azure Vision to extract text from summaries
   • BUse a general-purpose large language model with prompt engineering
   • CDeploy a fine-tuned model in a Foundry environment in the required region
   • DUse Azure AI Search to retrieve summaries
   Reveal Solution Discussion Select an answer first
4. 33expert · hard

   A large enterprise wants to adopt AI across multiple departments. They have a centralized IT team that wants to maintain control over AI resources, but individual departments want flexibility to experiment. They also need to ensure compliance with data residency requirements. Which approach in Microsoft Foundry balances these needs?

   • ACreate separate Foundry projects for each department with centralized policies and regional deployment
   • BDeploy all AI resources in a single region to simplify management
   • CUse only prebuilt AI services without custom models
   • DCreate a single Foundry project for all departments with strict role-based access control
   Reveal Solution Discussion Select an answer first
5. 34application · medium

   A publishing company wants to build a search experience that lets users find articles by concept, not just keywords. They have millions of articles and want to rank results by relevance. Which Azure AI Search feature should they enable?

   • ASemantic ranker to improve the relevance of search results based on the meaning of the query.
   • BFaceted navigation to filter results by category and author.
   • CIndexing with a custom analyzer for stemming.
   • DSynonyms to expand queries with related terms.
   Reveal Solution Discussion Select an answer first
6. 35application · medium

   A multinational corporation wants to standardize AI development across its teams. They need a unified platform that provides shared security policies, model deployment, and monitoring. They also want to reuse AI components across different business units. Which capability of Microsoft Foundry directly addresses this need?

   • ACentralized governance and reusable assets
   • BIntegration with on-premises legacy systems
   • CPrebuilt industry-specific AI models
   • DAutomatic scaling of all AI workloads
   Reveal Solution Discussion Select an answer first