Becoming an AI Team

John Grass Sr. Manager, Engineering A Fundamental Transformation An AI team is fundamentally more than just a group whose members incorporate AI tools into their existing workflows. The journey to becoming an AI team necessitates a fundamental and comprehensive paradigm shift in how the team defines ownership,…

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John Grass | Sr. Manager, Engineering

A Fundamental Transformation

An AI team is fundamentally more than just a group whose members incorporate AI tools into their existing workflows. The journey to becoming an AI team necessitates a fundamental and comprehensive paradigm shift in how the team defines ownership, engages in strategic planning, and, most critically, executes on its core goals and objectives. This transformation is not merely an addition of new technology; it is a restructuring of the team’s operating model, philosophy, and individual roles.

A two-column diagram compares traditional engineering teams to AI-enabled teams. The traditional side features linear workflows centered on manual tasks and process ownership, while the AI side shows interconnected roles focused on orchestrating AI systems and increased strategic responsibility. A prominent arrow labeled “AI Transformation” visually indicates the fundamental shift in team operating models.

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