> We do our video processing on the CPU instead of on GPU, as GPU availability on the cloud providers has been patchy in the last few years.

I dunno, when we're playing with millions of dollars in costs I hope they're at least regularly evaluating whether they could at least run some of the workload on GPUs for better perf/$.