Another advantage of Intel GPU is vGPU SR-IOV, while consumer video cards of NVIDIA and AMD didn't support it. But even the integrated GPU of N100, N97 support it[1],

Therefore I can install Proxmox VE and run multiple VMs, assigning a vGPU to each of them a for video transcoding (IPCam NVR), AI and other applications.

https://github.com/Upinel/PVE-Intel-vGPU