A new report by IREX and Development Gateway reveals that higher education institutions struggle to convert AI ambition into actual institutional value. Leadership goals currently outpace practical implementation. This gap suggests that universities lack the operational frameworks needed for scale. Practitioners should prioritize governance over tool procurement to bridge this execution void.