AI doesn’t improve service when it’s added on top of broken workflows—it just adds another place for customers and staff to get stuck. This post shows how to use AI to reduce friction and improve resolution—not just layer on more technology.

Service technology ROI stays out of reach when leaders modernize tools but don’t build and govern the end-to-end service system behind them. This post shows the leadership gap that creates "approved," "complete," and "closed" statuses—without real resolution—and what leaders must do to change it.