Abstract—This research is dedicated to the process and the best practices of the formalization of artificial intelligence (AI) tools usage in software engineering in the end of 2024. The growing experience of first pioneers in this direction in 2022–2023 and visible demand on the market defined the actual business need: study the new intents and initiatives in AI usage in software development with the focus on the corresponding best practices. AI usage in software development has a lot of threats and risks (from labor and economical aspects to the information security) and the main goal of this research is to gather the opinions and visions of senior software engineers and managers into solid industry approach, that might help in future management of practical usage of AI in IT business and production processes. Pan-European research covers the experience of 27 teams in IT companies, system integrators and banks with strong in-house software development.

Keywords—artificial intelligence, software engineering, large learning model, change management

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Cite: Denis Pashchenko, " Development of AI Tools in the Software Development—Modern Demands and Barriers," Journal of Software, vol. 20, no. 2, pp. 84-94, 2025.


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