The issue is that they have already paid off their datacenter 5x over compared to cloud. For offline, batch training, I don't ses how any amount of risk could offset the savings.

It’s no issue and it’s right in the front for their situation, if your business is computer it makes little sense for cloud.

That said from the risk perspective I assume for what their doing in the data center there is low risk if downtime happens.