We identify where AI makes sense, where ordinary workflow automation is enough, and where no technology change is the better decision. When AI is justified, governance, security, performance measurement, evidence, and human oversight are designed in from the beginning.
Suite v2.0.0. This result is operational decision support, not legal, financial, security, or compliance certification.