About
Victor is the founder of AI Tutorium, a platform helping professionals develop practical AI skills — not to work faster, but to build work that reaches further. He created the Five Stages of AI Adoption framework, which maps how individuals move from ignoring AI entirely to building things others depend on. The framework is used in workshops and 1-1 coaching to help people understand where they genuinely are in that journey, and what's actually holding them back. His work focuses on the gap between knowing AI tools exist and knowing how to use them to do something that matters. He writes and teaches on AI adoption, prompt craft, workflow integration, and the confidence shifts that come with learning to work in a fundamentally different way.
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