The two-year cost drop for AI inference might look fast, but the learning curve for staff using it is still a huge point of failure. You can buy the tech cheap, but if you don't budget for a solid six months of training for everyone on the old system, it'll just sit there, unused, or worse, cause a data integrity snap.