Built for What’s Now and What’s Next
The next shift in requirements: from structured writing to intelligent rewrites and critical reviews.
AI-assisted Requirements Rewrites
Generative models can draft requirements fast, but speed without guardrails creates risk. Meet ReqWriter, the first AI requirements rewriting engine built specifically for regulated engineering teams. ReqWriter provides rewrites that refine requirements against internal standards, while demonstrating why edits are recommended and how quality improves over time.
Our Approach
QRA ReqWriter brings AI-assisted requirements writing and review to QRAcloud, helping teams apply disciplined standards like EARS and INCOSE while aligning with internal criteria. The challenge isn’t just writing requirements, it’s reviewing them critically, objectively, and consistently. ReqWriter runs inside QRAcloud and pairs AI rewriting with QVscribe-powered safeguards, built for teams embracing generative AI responsibly.
Quicker, Reliable Results
ReqWriter helps authors quickly refine requirements while QRAcloud tracks approvals and rationale. Deliver higher-quality results faster with traceability for audits and certifications.
Objective, Auditable Review
Each suggestion carries automated checks, edits, and rationale. Giving instant insight into what to improve and why. This ensures reviews remain critical, transparent, and accountable.
Standards-First by Design
Align suggestions with EARS, INCOSE guidance, internal configurations, and rules. Rewrites uphold your organizational standards and ensure compliance with industry expectations.
How It Works
Add Requirement:
The author writes the requirement (manually or pastes it in) to start the process.
Contextualize:
ReqWriter attaches QVscribe measurements and context (EARS, INCOSE, Score, internal metrics).
Recommendation
ReqWriter rewrites using quality checks, ambiguity flags, and compliance links.
Review & Certify:
Reviewer accepts, edits, or rejects; copy new version to update the document.
Core Features
Time-to-First-Approval:
Accelerates writing, improving, and approving requirements by surfacing clear, actionable suggestions from the start.
High-Fidelity
Preserves meaning, clarifies intent, and shows why every edit matters.
Standards-Aligned Suggestion Engine
Adheres to EARS, INCOSE, and the organization’s mandates.
Ambiguity Detection & Suggestions
Flags vague terms, missing actors, or unverifiable claims.
Authoring Guardrails
Embedded expertise, qualitative feedback, and objective scores.
Coming Soon: Continuous Verification
Track improvements to ensure each requirement can be verified over time.
Coming Soon: Context-Aware Suggestions
Understand your full project context and suggest edits in line with your requirements.
Coming Soon: Workflow Integration
Built-in generative refinement where your requirements live, keeping everything connected and accurate.
Frequently Asked Questions About ReqWriter
Quick answers to the most common questions about ReqWriter.
ReqWriter is an AI-powered requirements rewriting tool built on the rigor of QVscribe. It helps engineers produce clear, standards-aligned requirements by analyzing input, highlighting issues, and proposing rewrites with objective checks and explanations.
ReqWriter is designed for engineers, quality champions, and teams in regulated or high-complexity industries such as aerospace, automotive, semiconductor, defense, MedTech, and oil & gas, who need clear, high-quality requirements.
Every rewrite is grounded in QVscribe safeguards, using proven analysis rules and organizational standards. ReqWriter provides explanations for each change, so you can see exactly what was updated and why.
Unlike QVscribe’s deterministic scoring system, ReqWriter’s suggestions are probabilistic. As with any generative AI output, it’s important to review the rewrite to ensure the original intent is preserved, especially if the source requirement could be interpreted in multiple ways.
Yes. You can apply your organization’s configuration rules and accepted terms, ensuring the rewrites remain rigorous and align with your internal quality standards and preferred writing style.
No. ReqWriter is a support tool that speeds up and clarifies requirements writing. Engineers remain in control, with the ability to accept, edit, reject, or rerun suggestions as needed.
ReqWriter is available in QRAcloud, with QRA offering tiered packages to match each organization’s requirements needs. In the Beta version, simply paste or write a requirement in the tool, select any configuration or glossary rules, and let ReqWriter analyze and provide rewrite suggestions.
Future releases will embed ReqWriter directly into your requirements authoring environment, making it easy to analyze and rewrite requirements without leaving your workflow.
If you’re unsure which QVscribe version you’re using, are considering a move to QRAcloud, or want to learn more, please contact support@qracorp.com.
Yes. ReqWriter will integrate into the same RMT tools and Microsoft Office applications that QVscribe supports, making it easy to analyze and rewrite requirements within the tools your team already uses.
Absolutely. ReqWriter is designed with enterprise-grade security in mind. Your requirements data remains protected, and sensitive information is handled in accordance with QRA’s Service Agreement.
QRAcloud development follows OWASP Top 10 best practices, and QRA maintains ISO 27001–compliant practices while pursuing full certification.
ReqWriter BETA analyzes one requirement at a time. In upcoming releases, it will scale to support both single-requirement and multi-requirement workflows. ReqWriter will also draw on insights from your requirements documents to provide richer, more context-aware rewrites.
Unlike generic LLMs, ReqWriter is purpose-built for regulated requirements engineering. Its rewrites are grounded in QVscribe analysis rules, organizational standards, and traceable explanations — ensuring discipline, consistency, and compliance.
Clarity, Control, Confidence
AI-guided, QVscribe-protected. ReqWriter removes vague language and prompt variability, keeping your requirement rewrites consistent, measurable, and compliant.