Microsoft Applied Skills guide for generating reports with AI research agents, sources, drafts, and review decisions.
This guide covers Microsoft Applied Skills: Generate reports with AI research agents. The credential is aimed at business users who use AI research agents to scope, draft, refine, and finalize reports with Microsoft Copilot tooling.
This is not an AI engineering exam. The useful prep is workflow discipline: source selection, prompt clarity, draft review, traceability, and responsible finalization.
| Item | Guide value |
|---|---|
| Vendor | Microsoft |
| Credential type | Applied Skills |
| Credential | Generate reports with AI research agents |
| Product | Microsoft 365 Copilot and Microsoft Copilot Studio |
| Level | Beginner |
| Role signal | Business User |
| Assessment style | Interactive lab |
| Lab area | What to practice | Common weak answer |
|---|---|---|
| Define scope | Identify report purpose, audience, sources, constraints, and expected structure. | Asking for a report without defining decision context. |
| Identify sources | Choose appropriate source material and preserve where claims came from. | Letting the agent invent unsupported facts. |
| Create initial draft | Use prompts that specify tone, sections, length, and evidence expectations. | Accepting the first draft without checking coverage. |
| Refine with Researcher | Ask targeted follow-ups, fill gaps, remove weak claims, and improve organization. | Re-prompting vaguely instead of naming the defect. |
| Finalize report | Check facts, sensitive data, citations, policy, and business readiness. | Sending AI output as final without human review. |
AI research-agent tasks reward source-aware editing. The strongest answer defines the report goal, narrows sources, asks for structured output, and reviews evidence before final delivery.
Use the current Microsoft Applied Skills: Generate reports with AI research agents page for live assessment tasks, product naming, language, and credential status.