A historic example of this is the recording devices we used for Operation Ivy Bells. There was no hiding who the recording devices belonged to because we spray painted "Property of the US Government" on them. Or the Iran nuclear manufacturing tampering that was pulled off for years. Everyone knows who did it because who else could have done it?
Regarding 'scale' - that's not all that important either. If you have someone at SMCI that can get shipping orders then you can easily figure out roughly what batches you need to tamper with in order to make sure your parts end up where they need to go. And it's worth it, even in a small scale, on the hopes of not getting found. No one comes up with one idea of compromising a target and then never waivers from it. You try them all until one works.