AI is moving fast. Turning that momentum into business value is the real test. As AI scales, it forces decisions that many organizations have been able to avoid. Priorities get sharper and ownership gets tested. The gaps between teams, platforms, and decision rights become impossible to ignore. This friction slows progress and dilutes impact; the line between AI driving value and AI making a tech-debt problem worse is thin. This pressure is reshaping the role of technology leaders.
