Microsoft AI-500 Value Pack (Frequently Bought Together)

You need to recommend a knowledge integration design for a Microsoft Foundry multi-agent solution. The agents answer questions by using shared documentation. The solution must meet the following requirements:
* Updates must be available from a single maintained knowledge layer.
* Retrieval responses must include citations and query details
* Content must support natural-language queries.
Users will ask the agents complex conversational questions. The questions will include follow-up context and terminology that does NOT always match the wording in the documentation.
Which knowledge type should you recommend?

• A. Azure Al Search Index
• B. WorklQ
• C. Fabric IQ (OneLake Catalog)
• D. File

You have a Microsoft Foundry multi-agent customer support solution that routes requests from an intake agent to a retrieval agent, and then to a resolution agent. A custom guardrail is assigned to the agents.
You discover that some legitimate support requests are blocked, and some injected instructions in retrieved documents are allowed.
You need to validate the updated guardrail. The solution must meet the following requirements:
* Identify false positives and false negatives.
* Verify policy coverage across the agent solution
* Prevent changing the production agent behavior during testing
* Measure intervention accuracy by using a control and intervention point.
What should you do?

• A. Review the Guardrails tab in the Compliance workspace, export deployment configurations, and mark each deployment as Compliant or Noncompliant
• B. Run labeled benign and adversarial test cases through each workflow path and evaluate the results from annotations and logs.
• C. Test a small set of jailbreak prompts by using Try in Playground Review the displayed risk messages and tune the highest-triggered categories.
• D. Update the guardrail to annotate-only mode, collect live user interactions, and summarize blocked and annotated events after rollout

You have a Microsoft Foundry multi-agent solution. The solution includes a parent agent that can call an Azure logic app and delegate to two subagents.
You need to implement a review process for flagged interactions. The solution must meet the following requirements;
* Identify requests that call third-party services.
* Moderate the prompts, steps, and tool calls.
* Include a governance review.
What should you do?

• A. Use Foundry Content Safety to prioritize sensitive messages for moderators, require moderator approval for final responses, and allow selected calls to proceed automatically.
• B. Run agent evaluators during CI/CD, require a reviewer to approve the release, and collect production transcripts for sensitive-use intake after the pilot.
• C. Route subagent findings to compliance reviewers, correlate the parent and subagent. and require approval for only the final parent-agent message.
• D. Submit the requests by using central sensitive-use intake, enable guardrails and traces, and require reviewers to approve, edit, or reject messages.

You are designing a Microsoft Foundry multi-agent solution for claims processing. The design includes multiple specialized agents.
You need to specify the agent personas. scopes, boundaries, and autonomy levels. The solution must meet the following requirements:
* Provide a clear owner for conflicts between specialist agents.
* Validate agent outputs before downstream agents consume the outputs.
* Prevent specialist agents from invoking tools outside the assigned domain.
* Isolate each business domain so that adding a specialist agent affects only that domain.
What should you do?

• A. Define domain-scoped workflows that have local quality gates, publish the accepted results to a shared case state, and let the consuming domains resolve conflicts.
• B. Define domain-scoped sub-orchestrators under a claims supervisor, gate each output against a structured contract, and route conflicts through the supervisor.
• C. Define connected agents grouped by domain under a main agent, use natural-language delegation, and accept narrative summaries from the specialist agents.
• D. Define a claims hub that has direct specialist delegation, gate the final settlement output against a checklist, and route conflicts through the hub.

You have a Microsoft Foundry multi-agent solution that includes the following agents:
* An orchestrator agent
* A supplier worker agent that runs the APIs of external suppliers
* A finance worker agent that has confidential enterprise resource planning {ERP) access You need to implement resource access boundaries that meet the following requirements:
* Limit the blast radius if a worker agent is compromised.
* Allow each agent to access only its required downstream resources.
What should you configure? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.