Corey Vilhauer | February 3, 2026
AI adoption fails because organizations bolt tools onto processes instead of understanding actual workflow problems. AI works well for mechanical tasks like research synthesis and consistency checking, but editorial judgment must stay human. Start by identifying your team's real pain points, pick one workflow to improve, and measure actual time saved—the goal is better content, not AI for its own sake.
AI