AI should reduce repetitive work, improve visibility, and speed up action. Good use cases include summaries, reply suggestions, data cleanup support, prioritization help, and structured drafting.
AI should not replace ownership or business judgment. It is a support layer for execution quality, not a replacement for process discipline.