Responsible AI: Improve Requirements with ReqWriter
QRA Presenter

Details
AI is transforming nearly every industry, but engineering teams face a hard truth: general AI can’t solve every problem. As one engineer put it, “We can’t just trust the AI to write everything completely — it makes mistakes.”
The challenges are real. Teams want AI, but worry about hallucinations and inconsistency: “With AI, it’s hard to know if the results are reliable, or if you’re just repeating the same mistakes.”
Meet ReqWriter, an AI-assisted rewriting engine that goes beyond automatic improvements. It learns context, applies proven standards, and produces outputs that are reliable, disciplined, and rigorous.
In this session with Morgan Kostal, Customer Success Manager, and Martin Fay, Product Manager at QRA, you’ll learn how to bring AI into your requirements workflow with built-in guardrails. ReqWriter transforms unclear requirements into precise, testable statements using internal standards, approved terminology, and industry best practices like EARS patterns and INCOSE guidance. With QVscribe’s quality checks, it provides full transparency into why suggestions are made and how requirement quality improves over time.
In this recording, you will:
- See how ReqWriter leverages QVscribe safeguards to detect and address common requirement issues.
- Discover how AI-assisted rewrites can strengthen compliance, accountability, and consistency.
- Watch a live demonstration refining sample requirements, with the rationale behind each suggestion.
- Learn how reviewers can accept, edit, or reject suggestions while keeping every change traceable.
- Get an exclusive sneak peek from Martin on what’s coming next.
Why watch?
Whether you write, review, or approve requirements, you will walk away with practical ways to improve clarity, speed up reviews, and maintain measurable quality — all while adopting AI critically.