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Bibliographic Details
Main Authors: Soares, Carla, Moreira, Gabriel, Camargo, Ana Paula, Scacabarozi, Fabio Henrique, Davila, Nicole, Silva, Marselle
Format: Preprint
Published: 2026
Subjects:
Online Access:https://arxiv.org/abs/2605.03800
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Table of Contents:
  • This paper analyzes the strategic education process aimed at transitioning traditional software development squads into hybrid structures centered on collaborative work between humans and Artificial Intelligence (AI). In a context where human-AI collaboration can significantly increase productivity, this study explores how the upskilling of XPTO professionals, referred to as AI Advocates, acts as a catalyst for cultural and technical transformation. The objective is to present an experience report on the education and enablement process of AI Advocates within a private Brazilian technology company, highlighting key lessons learned and identified challenges.