Modern systems depend on software. From spacecraft and autonomous vehicles to enterprise applications, successful engineering requires clear requirements, sound architecture, and well-defined behavior.
For decades, Parallel Agile has helped engineers develop rigorous specifications using proven methods including use cases, UML, and SysML.
Today, we're combining those methods with AI to help engineers develop, review, and refine specifications while reducing modeling effort.
Through hands-on training and consulting, we help engineering teams apply AI-Assisted MBSE, SysML v2, and specification-driven development to real-world projects.
In theory, there's no difference between theory and practice. In practice, there is.
Parallel Agile offers two complementary training paths that help engineers develop better requirements, models, and specifications.
Combine proven engineering methods with AI to develop, review, and refine rigorous specifications while reducing manual effort.
Learn how to use AI with SysML v2 and model-based systems engineering to develop requirements, architectures, and behavioral models.
AI-Assisted Specifications for Coding Agents
Learn how to develop structured software specifications that guide AI coding agents toward better implementations.
Improve the Value-to-Pain Ratio (VPR) of your engineering practices: keep the rigor that helps teams discover requirements, clarify designs, and verify behavior, while reducing unnecessary modeling effort and complexity.
Learn practical SysML modeling techniques that emphasize engineering value while avoiding unnecessary complexity and high-pain modeling practices.
Learn how to discover, organize, and describe system behavior using practical, lightweight use case modeling techniques.
More than three decades of thought leadership in software and systems engineering.
The ideas behind our training and consulting have been developed, refined, and published through a series of books covering use cases, object-oriented methods, testing, project management, MBSE, and AI-assisted engineering.
Together, these books form an integrated body of knowledge that continues to evolve with—and help pioneer—the industry. The latest additions—AI-Assisted MBSE and Pain-Free MBSE—extend that foundation into the era of AI-assisted and specification-driven engineering.
Practical solutions to complex engineering challenges.
Whether you're struggling with overly complicated SysML models, adopting SysML v2, improving requirements quality, or introducing AI-assisted engineering, Parallel Agile can help.
Our team's experience includes work on major programs such as the International Space Station, Hubble Space Telescope, F-35, and THAAD.
We help engineering teams apply proven methods, reduce unnecessary complexity, and develop better systems and software specifications.
Conference talks, abstracts, slide decks, and draft papers.
Explore downloadable presentations and papers by Doug Rosenberg on AI-Assisted MBSE, SysML v2, Pain-Free MBSE, use case modeling, cognitive assistants, and specification-driven software development.
Each resource includes a dedicated landing page with topic keywords, abstracts or presentation summaries, and links to related training or consulting material.
If you think we can help, we'd love to hear from you.
