The average corporate IT department is rubbish at doing computing. Easier and quicker to outsource than doing it in house. But nVidia sell GPU appliances (DGX)

The average corporate IT department is rubbish at doing computing. Easier and quicker to outsource than doing it in house. But nVidia sell GPU appliances (DGX) for these on-prem customers. Basically, expertise is expensive and comes in $200k/year increments. You can use a lot of cloud GPU for that much money.