In the future, how could AI support impact analysis in requirements engineering? This article presents an overview of the product vision for objectiF RPM, in which AI is used to identify, classify and justify the potential impact of changes to requirements. The aim is to combine traceability with generative AI to highlight the consequences of changes to requirements and other project artefacts.
The EU AI Act is fundamentally changing the way we engineer AI systems. Learn why data, statistical quality thresholds, and traceability are central to modern AI requirements and how to manage growing complexity.
Outdated requirements can pose an unseen risk to development projects. Learn how such “zombie requirements” arise and why they endanger testing, traceability, and compliance. Learn how to identify and avoid orphaned specifications.
In this stakeholder interview, a production strategist asks a systems engineer what features he really needs from a requirements engineering (RE) tool.
Generative AI can create requirements and code in seconds. However, without UML, SysML and model-based software development, crucial context is often missing. Find out why visual models are more important than ever in the age of AI.
Even in the age of artificial intelligence, standards such as IREB and BABOK remain essential for the success of projects. These standards help formulate precise requirements, classify AI results, and responsibly implement new technologies.
Modern RE has to be adaptable in order to be successful in a fast-moving project environment with frequently upcoming change requests. We take a look at the current trends in requirements engineering.
Effective teams are an important factor in developing products. A unified vision is absolutely necessary for team work to succeed. How do you develop it?
How do you prioritize requirements with stakeholders? Best in joint workshops. Get to know the Rock, Pebble & Sand method with objectiF RPM today.
Requirements Engineering is a key discipline in systems development. Find out the 6 key steps to developing good requirements in your projects.