Most Fortune 500 companies take 18 months just to approve a new printer, let alone hand over their legal liability to a black-box model. We’re also seeing a "junior hiring cliff" where entry-level roles are disappearing because AI can do the basic grunt work, but that raises a huge question about who will be qualified to lead these companies in five years if the apprenticeship pipeline is gone?