The boardroom conversation in 2026 has shifted from if we should use AI to why it is not delivering the promised return on investment. Organizations are pouring millions into generative models and automated workflows, yet many boards find themselves staring at flat productivity lines and disengaged workforces. The missing link is not the technology. It is the leadership framework used to implement it.