Imagine starting a new job as an IT administrator, tasked with inventorying and tracking your company’s AI assets. You diligently review documentation, speak with engineers, and compile what appears to be a complete inventory. On presentation day, however, you notice something odd: unknown AI API calls have occurred, and the cost dashboard shows numbers that don’t align with your report. Clearly, there is more going on than what meets the eye.