The entire company only has a single DGX or your section/office/division has only a single DGX? Many of these large companies are so big the left hand doesn't know what the right hand is doing. One department may be starving for cash while another one across the office cubic is awash in funding.
There are some companies that don't have centralized high-performance compute resources so each department goes out and builds or buys and their own performance compute resources and strings it along. Many universities do this too where physics has a compute cluster and economics and bio-sciences have another cluster and sometimes they are underpowered and if all the departments grouped together and pooled their resources they would have adept system administrators and developers and hardware to support their computing needs but it doesn't always happen with poor governance so they end up with stuff that appears to be built from someone's basement and when that person leaves, retires, graduates there's so much poor documentation none know what to make of anything.