A Framework for Model-Driven AI-Assisted Generation of IT Project Management Plan and Scope Documents
This paper presents a model-driven AI-assisted approach for generating IT project management plan and scope documents, aiming to improve efficiency and quality in software development projects.Effective documentation in the early project phase is critical, yet often resource-intensive.The proposed solution consolidates best practices from widely used project management methodologies and standards to create a dynamic, adaptable framework for document generation.The study identifies key components and input data required for generating high-quality plans using model transformations and generative AI.A prototype supporting the solution is developed featuring a local processing engine, integrated with a large language model, a vector database, and an embedded model.
Authors
- Óscar Pastor (ORCID: https://orcid.org/0000-0002-1320-8471)
- Oksana Ņikiforova (ORCID: https://orcid.org/0000-0001-7983-3088)
- Jānis Rihards Blazevičs
Institutions
- Riga Technical University (LV)
- Universitat Politècnica de València (ES)
Publication Details
- Journal
- Annals of Computer Science and Information Systems
- Published
- 2025-10-15
- DOI
- https://doi.org/10.15439/2025f8736
- Citations
- 2
- Primary Topic
- Business Process Modeling and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 4.97