Tag: Researcher in Copilot

Identify use cases for Researcher (AB-900 Exam Prep)

This post is a part of the AB-900: Microsoft 365 Copilot and Agent Administration Fundamentals Exam Prep Hub.
This topic falls under these sections:
Perform basic administrative tasks for Copilot and agents (25–30%)
   --> Understand features and capabilities of Copilot and agents
      --> Identify use cases for Researcher


Note that there are 10 practice questions (with answers) at the end of each section to help you solidify your knowledge of the material. Also, there are 4 practice tests with 30 questions each available from the hub's main page below the exam topics section.

Introduction

Researcher is an advanced AI-powered reasoning capability available within the Microsoft 365 Copilot ecosystem. It is designed to perform multi-step, in-depth research tasks that require gathering information from multiple sources, analyzing large amounts of data, synthesizing findings, and presenting comprehensive, well-organized results.

Unlike standard Copilot experiences, which typically generate responses from a single prompt, Researcher performs more sophisticated reasoning by combining enterprise knowledge stored in Microsoft 365 with, when appropriate and permitted, external information sources. It is intended to help users complete tasks that would normally require hours of manual research.

For the AB-900: Microsoft 365 Copilot and Agent Administration Fundamentals exam, you should understand:

  • What Researcher is
  • How it differs from standard Microsoft 365 Copilot experiences
  • Typical business scenarios where Researcher provides value
  • The types of data Researcher uses
  • How Microsoft 365 security, permissions, and governance continue to apply
  • The limitations and best practices for using Researcher

What Is Researcher?

Researcher is an advanced AI capability that helps users perform complex research tasks by:

  • Collecting information from multiple sources
  • Comparing information
  • Identifying patterns
  • Summarizing findings
  • Producing structured reports
  • Citing supporting information where applicable
  • Performing iterative reasoning before generating a final response

Rather than simply answering a question, Researcher can develop a complete research workflow.

Example request:

“Prepare a report comparing our organization’s cloud migration strategy with current industry best practices and identify potential risks.”

Instead of providing a brief summary, Researcher may:

  • Review internal project documentation
  • Examine meeting notes
  • Analyze SharePoint documents
  • Review emails
  • Compare current practices with publicly available information (when configured)
  • Produce a detailed report with recommendations

How Researcher Differs from Standard Copilot

Standard Microsoft 365 Copilot focuses primarily on helping users complete everyday productivity tasks such as:

  • Drafting emails
  • Summarizing meetings
  • Creating presentations
  • Rewriting documents
  • Generating tables
  • Answering questions

Researcher extends these capabilities by emphasizing:

  • Multi-step reasoning
  • Long-form research
  • Deep analysis
  • Information synthesis
  • Strategic recommendations
  • Comprehensive reporting

Think of standard Copilot as an AI assistant, while Researcher functions more like an AI research analyst.


Data Sources Used by Researcher

Researcher can analyze information from multiple Microsoft 365 sources, including:

  • SharePoint sites
  • OneDrive files
  • Microsoft Teams conversations
  • Outlook emails
  • Microsoft Word documents
  • Excel workbooks
  • PowerPoint presentations
  • OneNote notebooks
  • Microsoft Graph organizational relationships

Depending on organizational configuration and licensing, Researcher may also incorporate approved external information sources.


Microsoft Graph and Researcher

Researcher relies heavily on Microsoft Graph.

Microsoft Graph provides:

  • Organizational relationships
  • User permissions
  • File locations
  • Emails
  • Meetings
  • Calendar events
  • Conversations
  • Shared documents
  • Collaboration history

Researcher uses Microsoft Graph to locate relevant information efficiently.

Importantly, Researcher never bypasses Microsoft Graph permissions.

If a user cannot access a document, Researcher cannot use it.


Common Business Use Cases

1. Market Research

Researcher can help organizations:

  • Compare competitors
  • Analyze market trends
  • Summarize industry reports
  • Identify emerging technologies
  • Evaluate customer behavior

Example:

“Research the latest AI adoption trends in financial services.”


2. Executive Briefings

Executives often require concise summaries from large volumes of information.

Researcher can:

  • Summarize multiple meetings
  • Combine reports
  • Review emails
  • Produce executive-ready briefing documents

3. Project Research

Large projects often generate hundreds of documents.

Researcher can help summarize:

  • Requirements
  • Risks
  • Decisions
  • Milestones
  • Meeting notes
  • Design documents

Instead of reading dozens of files manually, Researcher consolidates the information.


4. Policy Analysis

Organizations frequently maintain hundreds of internal policies.

Researcher can:

  • Compare policies
  • Identify inconsistencies
  • Summarize requirements
  • Highlight missing documentation

5. Compliance Research

Researcher can assist with:

  • Reviewing compliance documentation
  • Summarizing regulatory guidance
  • Comparing policies against standards
  • Organizing compliance evidence

It does not replace formal compliance or legal reviews.


6. Sales Preparation

Sales teams can use Researcher to prepare for customer meetings by combining:

  • Previous emails
  • Meeting notes
  • Proposal documents
  • Customer presentations
  • Product documentation

The result is a comprehensive customer briefing.


7. Product Research

Product managers may ask Researcher to:

  • Compare product requirements
  • Analyze customer feedback
  • Summarize bug reports
  • Review feature requests
  • Recommend priorities

8. Knowledge Discovery

Employees often spend significant time searching for information.

Researcher can locate and combine information from:

  • Multiple SharePoint sites
  • Teams chats
  • Emails
  • Documents
  • Internal knowledge bases

This significantly reduces research time.


9. Strategic Planning

Leadership teams may ask Researcher to:

  • Compare business strategies
  • Analyze organizational performance
  • Review previous planning documents
  • Summarize lessons learned
  • Generate strategic recommendations

10. Report Generation

Researcher can generate:

  • Research reports
  • Project summaries
  • Risk analyses
  • Business cases
  • Recommendation documents
  • Decision-support reports

How Researcher Protects Organizational Data

Researcher follows the same Microsoft 365 security model as Microsoft 365 Copilot.

It respects:

  • Microsoft Graph permissions
  • SharePoint permissions
  • OneDrive permissions
  • Teams permissions
  • Microsoft Purview sensitivity labels
  • Data Loss Prevention (DLP) policies
  • Retention policies
  • Microsoft Defender protections

Researcher cannot retrieve information users are not authorized to access.


Benefits of Researcher

Organizations benefit because Researcher can:

  • Reduce manual research time
  • Improve decision-making
  • Consolidate information from multiple sources
  • Produce consistent reports
  • Improve knowledge discovery
  • Increase employee productivity
  • Reduce duplicate work
  • Accelerate project planning

Limitations of Researcher

Although powerful, Researcher has limitations.

It:

  • Only accesses authorized data.
  • Depends on data quality.
  • Cannot invent missing information.
  • May produce incomplete answers if source data is incomplete.
  • Does not replace human judgment.
  • Does not override organizational permissions.
  • Cannot bypass compliance policies.
  • Should not be considered a legal or regulatory authority.

Users should always review AI-generated conclusions before making important business decisions.


Best Practices

Microsoft recommends that organizations:

  • Ensure SharePoint permissions are accurate before deployment.
  • Apply Microsoft Purview sensitivity labels consistently.
  • Implement DLP policies.
  • Organize content with meaningful names and metadata.
  • Maintain high-quality documentation.
  • Encourage users to write specific research prompts.
  • Review AI-generated reports before distribution.
  • Train employees on responsible AI usage.
  • Monitor adoption and usage.
  • Continuously improve information governance.

Exam Tips

For the AB-900 exam, remember these key points:

  • Researcher is designed for complex, multi-step research tasks, not simple productivity tasks.
  • It uses Microsoft Graph to locate organizational information.
  • It respects all existing Microsoft 365 permissions.
  • Microsoft Purview policies continue to protect data.
  • Researcher can combine information from multiple Microsoft 365 services.
  • It supports report creation, analysis, and decision-making.
  • Human review remains important for critical decisions.
  • Researcher improves productivity but does not replace subject matter expertise.

10 Practice Exam Questions

Question 1

Which type of task is Researcher primarily designed to perform?

A. Multi-step research and analysis across multiple data sources

B. Installing Microsoft 365 applications

C. Managing user licenses

D. Configuring SharePoint permissions

Correct Answer: A

Explanation: Researcher is intended for advanced research, reasoning, and analysis that combines information from multiple sources into comprehensive results.


Question 2

How does Researcher locate relevant organizational content?

A. By ignoring file permissions

B. By using Microsoft Graph to identify accessible organizational data

C. By copying data into a separate database

D. By downloading every SharePoint site locally

Correct Answer: B

Explanation: Researcher relies on Microsoft Graph to discover relationships, files, emails, meetings, and other Microsoft 365 content while respecting user permissions.


Question 3

Which scenario is the best use case for Researcher?

A. Changing a user’s password

B. Assigning Microsoft 365 licenses

C. Comparing multiple project documents and generating a strategic summary

D. Creating a new SharePoint site

Correct Answer: C

Explanation: Researcher excels at analyzing multiple documents and producing synthesized reports or recommendations.


Question 4

Which Microsoft 365 security principle applies to Researcher?

A. Researcher automatically grants access to restricted documents.

B. Researcher temporarily elevates user permissions.

C. Researcher ignores sensitivity labels during analysis.

D. Researcher only accesses content the user is already authorized to view.

Correct Answer: D

Explanation: Researcher follows the same permission model as Microsoft 365 Copilot and cannot access unauthorized content.


Question 5

Which Microsoft technology provides the organizational relationships that Researcher uses?

A. Microsoft Defender

B. Microsoft Entra ID

C. Microsoft Graph

D. Microsoft Intune

Correct Answer: C

Explanation: Microsoft Graph connects users, files, meetings, emails, calendars, and collaboration data that Researcher uses during analysis.


Question 6

Which business activity is a common use case for Researcher?

A. Replacing Microsoft Purview

B. Producing executive briefing reports by combining information from multiple Microsoft 365 sources

C. Managing Azure subscriptions

D. Configuring firewall rules

Correct Answer: B

Explanation: Researcher can consolidate organizational information into executive-ready reports and summaries.


Question 7

What limits the information that Researcher can include in its responses?

A. Internet bandwidth only

B. Microsoft licensing costs only

C. The amount of SharePoint storage available

D. The user’s existing Microsoft 365 permissions and governance policies

Correct Answer: D

Explanation: Researcher can only use data that the requesting user is authorized to access, and it remains subject to governance controls.


Question 8

Which Microsoft Purview capability continues protecting organizational information when Researcher accesses documents?

A. Sensitivity labels and Data Loss Prevention (DLP) policies

B. Printer management

C. Windows Update

D. Device drivers

Correct Answer: A

Explanation: Microsoft Purview policies, including sensitivity labels and DLP, remain fully enforced when Researcher accesses organizational content.


Question 9

Why should users review Researcher-generated reports before acting on them?

A. Researcher cannot create reports.

B. AI-generated findings should be validated because human judgment is still required for important decisions.

C. Researcher always produces incorrect results.

D. Researcher automatically changes organizational data.

Correct Answer: B

Explanation: While Researcher can significantly accelerate analysis, users remain responsible for verifying conclusions and making informed decisions.


Question 10

Which statement best describes Researcher compared to standard Microsoft 365 Copilot?

A. Researcher replaces Microsoft Graph.

B. Researcher is only available in Microsoft Teams.

C. Researcher focuses on deep research, multi-step reasoning, and comprehensive analysis rather than routine productivity tasks.

D. Researcher only summarizes email messages.

Correct Answer: C

Explanation: Standard Copilot primarily assists with day-to-day productivity, whereas Researcher specializes in complex analysis, reasoning, and report generation.


Go to the AB-900 Exam Prep Hub main page

Identify when to use Researcher or Analyst in Copilot (AB-731 Exam Prep)

This post is a part of the AB-731: AI Transformation Leader Exam Prep Hub.
This topic falls under these sections:
Identify benefits, capabilities, and opportunities for Microsoft’s AI apps and services (35–40%)
   --> Identify benefits and capabilities of Microsoft 365 Copilot and Microsoft Copilot
      --> Identify when to use Researcher or Analyst in Copilot


Note that there are 10 practice questions (with answers) at the end of each section to help you solidify your knowledge of the material. Also, there are 4 practice tests with 30 questions each available from the hub's main page below the exam topics section.

Introduction

Microsoft 365 Copilot continues to evolve beyond simple content generation and productivity assistance. Advanced reasoning capabilities introduced through Researcher and Analyst provide users with specialized AI experiences designed for different types of work.

For the AB-731: AI Transformation Leader exam, it is important to understand:

  • The purpose of Researcher and Analyst.
  • The differences between the two experiences.
  • Appropriate business scenarios for each.
  • How these capabilities help organizations make better decisions and improve productivity.

Both capabilities extend Microsoft 365 Copilot by providing more sophisticated reasoning and analysis than traditional prompt-based interactions.


Understanding Specialized Copilot Experiences

Traditional Microsoft 365 Copilot capabilities focus on:

  • Drafting content
  • Summarizing meetings
  • Creating presentations
  • Answering questions
  • Improving productivity

However, some business tasks require deeper investigation or structured analysis. Microsoft introduced specialized agents to support these scenarios:

Researcher

Designed for:

  • Multi-step research
  • Information gathering
  • Synthesizing content
  • Producing detailed findings

Analyst

Designed for:

  • Data interpretation
  • Trend analysis
  • Quantitative reasoning
  • Business insights

Although both use AI reasoning, they solve different business problems.


What Is Researcher?

Researcher is intended for knowledge-intensive tasks that require collecting and synthesizing information from multiple sources.

Researcher helps users:

  • Explore topics in depth.
  • Compare information.
  • Produce comprehensive reports.
  • Organize findings.
  • Support strategic planning.

Researcher behaves similarly to having a digital research assistant.


When to Use Researcher

Use Researcher when the task requires:

1. Multi-Step Investigation

Examples:

  • Market research
  • Competitive analysis
  • Industry trend reviews
  • Regulatory research

Example:

A business leader asks:

“Compare AI adoption trends in healthcare, retail, and manufacturing.”

Researcher can gather information and produce a structured summary.


2. Literature and Knowledge Discovery

Examples:

  • Gathering background information
  • Reviewing policies
  • Summarizing lengthy materials

3. Strategic Planning

Examples:

  • Identifying opportunities
  • Evaluating market conditions
  • Assessing competitors

4. Producing Detailed Reports

Examples:

  • Executive briefings
  • Business cases
  • Recommendation documents

5. Synthesizing Information

Researcher excels when information must be combined from multiple sources into one coherent result.


Typical Departments That Benefit from Researcher

Marketing

  • Competitive intelligence
  • Customer research

Human Resources

  • Workforce trends
  • Compensation studies

Strategy Teams

  • Industry analysis
  • Market opportunities

Legal and Compliance

  • Policy reviews
  • Regulatory research

Executives

  • Decision support reports

What Is Analyst?

Analyst focuses on numerical reasoning, data interpretation, and extracting insights from structured information.

Analyst acts like a virtual business analyst.

It helps users:

  • Examine data.
  • Identify patterns.
  • Explain trends.
  • Compare metrics.
  • Support decision-making.

When to Use Analyst

Use Analyst when the task requires:

1. Data Analysis

Examples:

  • Revenue reports
  • Sales metrics
  • Operational KPIs

Example:

“Identify the products with the highest year-over-year growth.”


2. Trend Identification

Examples:

  • Revenue increases
  • Seasonal patterns
  • Customer behavior changes

3. Performance Evaluation

Examples:

  • Department performance
  • Productivity measurements
  • Budget reviews

4. Scenario Comparisons

Examples:

  • Comparing regions
  • Evaluating products
  • Measuring campaign effectiveness

5. Quantitative Decision Support

Analyst is ideal when numbers drive decisions.


Typical Departments That Benefit from Analyst

Finance

  • Budget analysis
  • Profitability reviews

Sales

  • Revenue analysis
  • Pipeline performance

Operations

  • Efficiency measurements
  • Resource planning

Supply Chain

  • Inventory trends
  • Demand forecasting

Executive Leadership

  • KPI analysis

Researcher vs. Analyst

CapabilityResearcherAnalyst
Primary FocusKnowledge gatheringData interpretation
Input TypeDocuments and informationStructured data and metrics
OutputReports and findingsInsights and trends
Best ForQualitative analysisQuantitative analysis
Typical UsersStrategy teams and researchersFinance and operations teams
Questions Answered“What do we know?”“What do the numbers show?”

Example Scenarios

Scenario 1: Market Expansion

A company wants to enter a new country.

Best Choice: Researcher

Why?

The organization needs:

  • Industry information
  • Competitor analysis
  • Regulatory considerations

Scenario 2: Quarterly Revenue Review

Executives need to understand:

  • Revenue growth
  • Declining products
  • Performance by region

Best Choice: Analyst

Why?

The work involves metrics and trends.


Scenario 3: Creating a Business Case

A leadership team wants information about:

  • Market opportunities
  • Risks
  • Competitors

Best Choice: Researcher


Scenario 4: Identifying Underperforming Stores

Management needs to analyze:

  • Sales figures
  • Profit margins
  • Historical trends

Best Choice: Analyst


Combining Researcher and Analyst

Many business projects require both capabilities.

Example:

Step 1 – Researcher

Investigates:

  • Industry trends
  • Competitors
  • Customer expectations

Step 2 – Analyst

Evaluates:

  • Internal sales data
  • Financial performance
  • Operational metrics

Together, these capabilities provide a more complete picture for decision-making.


Business Value of Researcher and Analyst

Organizations gain:

Faster Decisions

Less time spent gathering information.

Improved Accuracy

AI can synthesize large volumes of information and data.

Greater Productivity

Employees spend less time performing repetitive analysis.

Better Strategic Planning

Leaders receive richer insights.

More Data-Driven Decisions

Business choices become supported by evidence rather than assumptions.


Limitations and Human Oversight

Although Researcher and Analyst are powerful, users should:

  • Verify important conclusions.
  • Validate data quality.
  • Review AI-generated outputs.
  • Apply business judgment.
  • Maintain human accountability.

AI assists decision-making but does not replace leadership responsibilities.


Key Exam Takeaways

For the AB-731 exam, remember:

  • Researcher focuses on information gathering and synthesis.
  • Analyst focuses on data analysis and quantitative insights.
  • Researcher supports qualitative investigations.
  • Analyst supports numerical reasoning and trend analysis.
  • Many projects benefit from both capabilities.
  • Human review remains essential.
  • These specialized experiences improve productivity and decision-making.
  • Selecting the appropriate capability depends on the nature of the business problem.

Practice Exam Questions

Question 1

A strategy team needs to investigate competitors, market trends, and industry opportunities before launching a new product.

Which Copilot capability is most appropriate?

A. Analyst
B. Microsoft Forms
C. Researcher
D. Power Automate

Correct Answer: C

Explanation:
Researcher is designed for multi-step investigations and synthesizing information from various sources.


Question 2

A finance manager wants to identify which products experienced the highest revenue growth during the previous quarter.

Which capability should be used?

A. Analyst
B. Researcher
C. Power Pages
D. Microsoft Stream

Correct Answer: A

Explanation:
Analyst specializes in structured data analysis and identifying trends.


Question 3

Which statement best describes Researcher?

A. It replaces authentication systems.
B. It performs infrastructure monitoring.
C. It focuses primarily on code generation.
D. It helps collect and synthesize information for complex investigations.

Correct Answer: D

Explanation:
Researcher supports knowledge gathering and the creation of comprehensive findings.


Question 4

Which type of work is most suitable for Analyst?

A. Writing legal contracts from scratch.
B. Reviewing market regulations.
C. Evaluating sales metrics and performance trends.
D. Configuring network devices.

Correct Answer: C

Explanation:
Analyst is designed for quantitative analysis and insight generation.


Question 5

A leadership team is preparing an executive briefing on AI adoption trends across several industries.

Which capability should they use first?

A. Analyst
B. Researcher
C. Power BI
D. Microsoft Defender

Correct Answer: B

Explanation:
Researcher excels at gathering and organizing information across multiple topics.


Question 6

Which department would most likely benefit from Analyst?

A. Finance
B. Corporate communications only
C. Facilities management exclusively
D. Reception services

Correct Answer: A

Explanation:
Finance teams frequently analyze metrics, budgets, and performance data.


Question 7

What is the primary difference between Researcher and Analyst?

A. Researcher supports structured data while Analyst supports networking.
B. Analyst performs coding while Researcher manages servers.
C. Researcher focuses on qualitative information while Analyst focuses on quantitative insights.
D. There is no difference.

Correct Answer: C

Explanation:
Researcher handles knowledge discovery and synthesis, while Analyst focuses on data and metrics.


Question 8

An operations manager wants to determine which region has experienced declining productivity over six months.

Which capability is most appropriate?

A. Microsoft Sway
B. Researcher
C. Microsoft Whiteboard
D. Analyst

Correct Answer: D

Explanation:
Trend analysis and performance comparisons are ideal Analyst scenarios.


Question 9

A project combines competitive research with internal revenue analysis.

What approach provides the greatest value?

A. Use only Researcher.
B. Avoid AI because multiple tasks are involved.
C. Use only Analyst.
D. Use both Researcher and Analyst together.

Correct Answer: D

Explanation:
Many projects benefit from combining information gathering with quantitative analysis.


Question 10

Which statement about Researcher and Analyst is true?

A. Human oversight is still necessary.
B. AI outputs should never be reviewed.
C. AI replaces executive accountability.
D. Business judgment is no longer required.

Correct Answer: A

Explanation:
Users should validate AI outputs and remain accountable for final decisions.


Go to the AB-731 Exam Prep Hub main page