Every organization moving AI out of the central cloud runs into the same question. Once a model runs on hardware you do not fully control, what stops someone from taking it? Containers made AI easy to deploy. They did not make it safe. Containers on the same machine share an operating system kernel, so a single breach can allow movement from one container to another across the whole host. Sensitive data stays unencrypted while it is being processed, which means a memory dump