As organizations scale their digital capabilities, governance models must evolve beyond static policies and manual oversight. Traditional governance frameworks often rely heavily on documentation, governance boards, and periodic reviews. While these elements are necessary, they are not sufficient for environments where technology systems, services, and data are continuously changing.