Raúl García Vega argues that most AI strategies fail because they treat AI as a generic rollout rather than designing how AI integrates into daily work, emphasizing the importance of deployment design that aligns AI with specific tasks and human judgment. He presents a framework with four core elements—nature of work, scale of impact, perception of tasks, and deployment intent—that guides organizations to tailor AI interventions effectively, promoting sustainable value instead of simple automation.
