AI Advocate: Educational Path to Transform Squads to the Future

TL;DR

This paper reports on an educational program designed to transform software squads into human-AI collaborative units, emphasizing upskilling professionals as AI Advocates to foster cultural and technical change.

Contribution

It presents an experience report on training AI Advocates, detailing lessons learned and challenges faced in implementing human-AI collaboration in a corporate setting.

Findings

Upskilling professionals as AI Advocates facilitates cultural transformation.

Human-AI collaboration can significantly boost productivity.

Key lessons and challenges in implementing AI-focused education programs.

Abstract

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.