For years, Spirit in Projects has supported companies and public sector clients in designing, tendering, and implementing AI systems. One thing has been consistently confirmed: A structured, data-driven, and value-oriented process model is the key to success—regardless of whether the project follows V-Modell XT, Scrum, or a custom hybrid approach.Many AI projects fail not because of the technology,… Continue Reading Requirements for AI Systems: How a Well-Designed Process Model Leads Projects to Success
At Spirit in Projects, we have spent years helping companies define requirements for complex IT systems and professionally prepare tenders. In recent years, a clear trend has emerged: Artificial intelligence (AI) is being integrated into more and more projects—and brings with it unique challenges. When it comes to AI systems, defining the right requirements from the outset is… Continue Reading Requirements for AI Systems: Why They Differ from Classical Software Systems
The integration of Artificial Intelligence (AI) in businesses promises significant advancements in automation and efficiency. However, successfully managing an AI project requires more than just technical expertise. Project leaders must navigate a range of pitfalls and standards to overcome the complex challenges involved. Setting Realistic Goals One of the most common mistakes in AI projects is vague or unrealistic objectives.… Continue Reading Artificial Intelligence in Project Management: Success Factors and Pitfalls
The speed of technical development in the field of AI is having profound repercussions on roles in the software development process. These are some of the current trends in how important roles in software development are currently changing. Developers are being forced to deal with the ethical dimensions of their systems – issues related to… Continue Reading Are We Facing an Role Revolution?
In the first part of this article we gave an overview of AI tools and their potential impact in the field of software engineering. In this part we look at the effects on organizations and how people work together. The key to good team collaboration will lie in flexibility, a willingness to learn and and… Continue Reading Technology as an engine of change: This is what AI in software engineering is changing in organization and collaboration
