mlsanityData to 14 Oct 2026

Generative AI for Software Project Management: Insights from a Review of Software Practitioner Literature

arXiv 2510.10887 ↗First posted 13 Oct 2025cs.SE cs.AIcited by 2

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Abstract (arXiv)

Software practitioners are discussing GenAI transformations in software project management openly and widely. To understand the state of affairs, we performed a grey literature review using 47 publicly available practitioner sources including blogs, articles, and industry reports. We found that software project managers primarily perceive GenAI as an "assistant", "copilot", or "friend" rather than as a "PM replacement", with support of GenAI in automating routine tasks, predictive analytics, communication and collaboration, and in agile practices leading to project success. Practitioners emphasize responsible GenAI usage given concerns such as hallucinations, ethics and privacy, and lack of emotional intelligence and human judgment. We present upskilling requirements for software project managers in the GenAI era mapped to the Project Management Institute's talent triangle. We share key recommendations for both practitioners and researchers.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 1 of its 10 references that are in the map. First posted on arXiv 13 Oct 2025.

Builds on

1 of 10 references.

References · 1

  1. 2023Large Language Models for Software Engineering: A Systematic Literature Reviewcited by 399

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 2.

2 papers.