AI providers can secure insurance for their system's performance, integrating this into sales contracts to guarantee specific metrics. However, measuring AI performance poses challenges due to the unique nature of each application, unlike traditional insurance models like fire or auto. Gathering historical performance data from tech teams is crucial, yet the process remains complex and evolving, blending both science and art.