AI-Powered Question Generator for Requirements Elicitation
Turn any topic into structured interview questions and AI-backed answers directly inside Azure DevOps, so teams run better discussions and capture clear requirements.
A smarter way to prepare for requirement elicitation
The old way
- I explore all past emails to prepare questions to ask in the stakeholder interview.
- I read long documents and still struggle to form the right questions.
- I manually review compliance standards and prepare requirements-elicitation questions.
- Gaps are usually found late during testing or review.
- I depend on personal experience to think of what might go wrong.
- I use ChatGPT to draft requirements-elicitation questions and manually enter outcomes into ADO.
The new way with Q&A Assistant
- I enter the topic, and AI produces the interview questions within seconds.
- I provide document details and AI draft questions within ADO.
- AI generates all questions to elicit regulatory requirements without missing any important aspects.
- AI-generated questions help surface missing areas earlier during requirement discussions.
- AI questions push the discussion toward edge cases and less obvious scenarios.
- AI drafts questions within ADO and can be inserted into the Azure backlog with a single click.
Q&A Assistant module in Copilot4DevOps: A quick overview
The Q&A Assistant in Copilot4DevOps helps teams get ready for project discussions with better questions. Enter a topic such as a feature, workflow, or compliance area, and AI prepares interview-style questions along with suggested answers. Each question comes with a short explanation and a concise answer summary. Teams can push generated questions to the Azure backlog as traceable work items.
This makes complex topics easier to understand and reduces the risk of missing key points during stakeholder conversations. It also helps teams to prepare a practical base when gathering requirements or clearing up expectations.
Made for every job role
Product Owner
Utilize AI to prepare questions about features and product scope. Then, during the product planning stage, utilize those questions to prepare requirements without missing anything.
Business Analyst
Prepare questions using AI within Azure DevOps to ask stakeholders during the requirements elicitation meeting.
Compliance Manager
Enter the regulatory standard and generate questions to discuss for compliance consideration using an AI. Also, add them to the Azure backlog and treat them as traceable work items.
QA Engineer
Generate questions around system behavior and conditions using AI to spot unclear requirements early and support more reliable test case preparation.
DevOps Engineer
Utilize AI to generate questions related to creating deployment tasks, environment setup, and pipeline implementation within ADO workflows.
Operations Manager
Breakdown complex topics into structured questions and answers that are easy to understand and share them with team members by publishing as an ADO work item.
Scrum Master
During backlog refinements, generate questions on topics to implement in the next sprint, review existing requirements against them, and ensure there are no gaps.
Release Manager
Generate structured questions around readiness, dependencies, and rollout considerations to support smoother release planning and coordination.
Solution Architect
Prepare system development-related questions and answers using AI, and based on Q&A, prepare system architecture.
Business Stakeholder
Use the Q&A Assistant module to generate topic or requirements ideas for any feature of the product and provide suggestions to development teams based on that.
Product Analyst
Use AI to generate questions around metrics, usage patterns, and outcomes to ensure requirement discussions consider measurable success factors.
Procurement Manager
Use AI questions to clarify vendor dependencies, external systems, and contractual considerations linked to project requirements.
Everything you need to turn topics into interview questions
Create linked work items
Want to convert questions into trackable work items?
Insert generated questions and answers as ADO work items with a single click. This helps teams capture discussion outcomes as a structured backlog without manual rewriting or tool switching.
Multiple languages supported
Need to generate output in different languages?
Allows generating questions & answers in 45+ languages, including French, German, Dutch, Japanese, etc. This makes communication effortless between teams working across the globe.
Copy what you need
Want to reuse a specific question or answer?
Use the Copy button given at the bottom-right corner to copy the generated question & answer and paste it in the document to reuse.
Provide custom instructions
Want AI to provide context or a specific format guide?
Provide custom instructions to guide AI about tone, detail level, domain focus, and format. So, generate questions and answers that align with the project context and your expectations.
Q&A Assistant module in action: Top use cases
Insurance
- As a BA, I use the Q&A Assistant module to draft questions related to policy serving and discuss them with stakeholders for requirements elicitation.
- As a Compliance Manager, I use AI to draft discussion questions related to reporting processes and access control within ADO.
- As a System Integration Engineer, I draft questions about external data feeds and partner service handling and use them to prepare structured requirements within ADO.
Healthcare & Medical Devices
- As a Clinical Systems Analyst, I use the Q&A Assistant to prepare stakeholder questions on patient data workflows and discuss them with Product Owners and Scrum Masters to prepare structured user stories that align with HIPAA and hospital compliance policies.
- As a Regulatory Affairs Specialist, I use the module to shape questions around product labeling and reporting and take them as a reference to prepare requirements that reflect MDR obligations, post-market surveillance data needs, and regulatory submission evidence.
- In my Biomedical Engineer role, I prepare questions on device performance monitoring to ensure discussions include calibration records and maintenance documentation aligned with IEC 62304.
Energy & Utilities
- As an Environmental Compliance Officer, I prepare questions on emissions monitoring workflows using AI within ADO and draft structured documents from them.
- As a SCADA Systems Lead, I use the module to understand how to address network segregation and logging practices required under critical infrastructure security policies.
- As a Utility Program Manager, I generate questions about customer metering and billing processes to support requirement conversations.
Banking & Finance
- As a Software Developer, I use the Q&A Assistant module to prepare questions related to loan processing workflows and discuss them with the project manager to finalize what to implement.
- As a Payments Product Manager, I draft Q&A for transaction flows to support discussions for capturing reconciliation logic and exception handling.
- Working as a Risk Officer, I generate questions on credit risk assessment processes and use them in requirements preparation sessions to draft requirements.
Aerospace & Defence
- As a Systems Engineer, I use Q&A Assistant to prepare questions for DO-178C and defense program standards within ADO.
- As a Safety Engineer, I draft structured questions around hazard analysis activities and review them with stakeholders to clarify risk classification.
- As a Program Quality Manager, I use the module to shape questions about supplier management that align with AS9100.
Service & Technology
- As a Solutions Consultant, I use Q&A Assistant to prepare client interview questions on integration needs, helping requirement discussions cover APIs and data exchange rules.
- As an IT Service Manager, I use AI to draft Q&A related to handling incidents and change workflows, and use them while preparing requirements.
- As a Security Consultant, I use the Q&A Assistant module to create access management and monitoring questions that align with ISO 27001 requirements and client security expectations.
Railways
- As a Rail IT System Architect, I use AI to draft questions related to system integrations and discuss with the team to prepare end requirements.
- As a Signaling Engineer, I use Q&A Assistant to prepare questions on interlocking logic and train control that align with EN 50128 standards.
- Working as an Operations Control Manager, I generate questions about disruption handling workflows using AI and insert them as work items within ADO to make them traceable.
Automotive
- As a Functional Safety Engineer, I use the Q&A Assistant module to generate questions on the ISO 26262 standard and use them while preparing a functional safety document for the vehicle.
- In my role as a Cybersecurity Engineer, I develop questions on vehicle network access and help stakeholders define the monitoring and authentication measures required by ISO 21434.
- Working as a Vehicle Software Architect, I use the Q&A Assistant module to understand any complex topics like ECU interactions and data flows with generated Q&A.
Government
- As a Public Sector Business Analyst, I use the Q&A Assistant module within ADO to prepare questions on citizen service workflows and use them to draft initial requirements.
- Working as an Information Security Officer, I generate questions on ISO 27001 and government security policies to draft requirements related to user security.
- As a Program Delivery Manager, I use structured questions around grant management processes, discuss them with stakeholders, and draft actionable requirements from them.
The Real Payoff for Teams
Your doubts are solved here
Does the Q&A Assistant module help in fulfilling requirements gaps?
Yes, the Q&A Assistant module generates all questions relevant to topics. It also generates questions that teams might overlook during requirements elicitation. With this, it ensures nothing is missed, and there are no requirements gaps.
How can this help when entering a completely new domain?
You just enter the topic, and it suggests questions with answers relevant to it. This helps teams explore a new domain before any requirements work begins.
Is this suitable for regulated industries?
Yes, it is built to be used in regulatory industries, such as healthcare, aerospace, defense, etc. You can enter any compliance-related topic, and it generates structured questions without missing anything.
Does the Q&A Assistant use our project data to train external models?
No. The Q&A Assistant module is a part of Copilot4DevOps, which operates directly within your workspace. It also doesn’t use the client’s data to train models or share with any third-party tools.
How accurate are the AI-generated answers?
Almost all answers have 90%+ accuracy, but users should keep in mind that answers are provided only to start a discussion. So, teams should review output, validate details, and refine them based on the project domain and context.
Does it help in preparing structured user stories?
It doesn’t directly generate user stories. However, teams can create questions and answers relevant to topics, create work items for them in ADO, and then use the Elicit feature of Copilot4DevOps to draft epics, user stories, features, tasks, etc., from existing ADO work items.
Is it useful before backlog refinement sessions?
Yes. Teams use it to prepare focused questions so refinement meetings are more structured and less exploratory.
Can we use it to review existing requirements?
Of course. Users can enter an existing topic, and it generates fresh questions and answers. Based on that, users can highlight missing or unclear requirements in the current backlog.
Does it replace stakeholder interviews?
No. Basically, the Q&A Assistant Module helps in preparing for a stakeholder interview, but it doesn’t replace it, as real stakeholder input and decision-making remain essential.
Which plan in Copilot4DevOps includes the Q&A Assistant module?
Copilot4DevOps offers 2 plans: Plus at $25/month/member and $40/month/member. The Q&A Assistant module is included in the Copilot4DevOps Plus plan.
Is it useful for pre-audit preparation discussions?
Yes. Generally, teams use it to frame questions around compliance, regulatory controls, documentation, and evidence, so internal discussions are better structured before audits.
Can we use it beyond software projects?
Yes, teams can use it during the development of physical products also. For example, in the automotive industry, it can be used to prepare discussion questions related to the functional safety of vehicles based on ISO 26262 compliance.
Can we use it during live workshops?
Yes, some teams generate questions in real time to steer conversations when new topics emerge.
Does it support different languages?
Yes, teams can generate outputs in 40+ languages, including German, Arabic, Chinese, French, etc. This supports global teams.
Start Preparing Better Requirement Questions Today
Use AI inside Azure DevOps to generate structured stakeholder questions, uncover gaps early, and turn discussions into clear, documented requirements.
Elicit
Turn raw input into usable requirements
Draft test cases, functional and non-functional requirements, compliance checklists, deployment tasks, user stories, etc., using an AI from raw inputs, meeting notes, or existing requirements, and insert them within Azure DevOps.
AI Chat
Manage Azure backlog through natural language
Use AI chat to interact with Azure DevOps work items using natural language prompts. To update multiple work items at once, just type something like, “Update status of all work items associated with the login module to completed,” and it's done.
SOP and Document Generator
AI to generate documents from ADO work items
Create well-structured technical documents, SOPs, or PRDs based on ADO work items’ descriptions. Documents can include a TOC, multiple sections and subsections, diagrams, and an interactive UI.



