AI Advocate: Educational Path to Transform Squads to the Future

Fuente: arXiv
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Autori principali: Soares, Carla, Moreira, Gabriel, Camargo, Ana Paula, Scacabarozi, Fabio Henrique, Davila, Nicole, Silva, Marselle
Natura: Preprint
Pubblicazione: 2026
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author Soares, Carla
Moreira, Gabriel
Camargo, Ana Paula
Scacabarozi, Fabio Henrique
Davila, Nicole
Silva, Marselle
author_facet Soares, Carla
Moreira, Gabriel
Camargo, Ana Paula
Scacabarozi, Fabio Henrique
Davila, Nicole
Silva, Marselle
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.
format Preprint
id arxiv_https___arxiv_org_abs_2605_03800
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle AI Advocate: Educational Path to Transform Squads to the Future
Soares, Carla
Moreira, Gabriel
Camargo, Ana Paula
Scacabarozi, Fabio Henrique
Davila, Nicole
Silva, Marselle
Software Engineering
Artificial Intelligence
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.
title AI Advocate: Educational Path to Transform Squads to the Future
topic Software Engineering
Artificial Intelligence
url https://arxiv.org/abs/2605.03800