Articles
AI replaces the repetitive work inside a role long before it replaces the person doing it. Here is what actually happens to a job when AI arrives, and how to redesign the role instead of cutting the seat.
AI adoption stalls for emotional reasons, not technical ones, because your team quietly fears replacement and falls into victim, persecutor, and rescuer roles. You introduce AI without that fear by naming the old broken way of working as the real villain.
AI cannot document what does not exist or repair a process nobody has defined. Capture the real process with humans first, and AI becomes genuinely useful for outlines, summaries, and scale.
