AI Is the New Outsourcing
Every major outsourcing wave promised efficiency gains and punished organizations that treated it as a procurement decision rather than a transformation. AI adoption is the same wave with a different vendor. The transformation activities that separated outsourcing successes from failures map directly onto what AI adoption requires, and most organizations are skipping them.