I don’t think the parent poster meant EKS when they talk about “in-house” and “provision new hardware, servers etc”. I’d think more in the lines of buying a Dell/Lenovo server, racking it in their server room or collocated space, and running Kubernetes by themselves on their own hardware - not the cloud.