An intelligent platform that discovers virtual machines across heterogeneous infrastructure, scores how ready each one is to move, and migrates it to OpenShift Virtualization. Discovery covers 7 sources: VMware vSphere, ESXi and Workstation, Hyper-V, libvirt/KVM, Proxmox VE, oVirt/RHV, and physical Linux servers over SSH for P2V. The compatibility engine is hybrid. Business rules handle what is deterministic, and a scikit-learn Random Forest classifier handles the rest, producing a 0 to 100 score and selecting the migration strategy. When the model is unavailable, the engine degrades gracefu