It's hard to say. If you have an endless supply of SSD disks to choose from there's no reason not to put everything on SSD -- and I know a consultant who would be happy to spend as much time as you'd like testing as many variations as possible
If forced to compromise and skip the testing I'd start by putting the bi with the db (both on SSD) and try to keep the AI on a distinct SSD.
Mixed rotating and SSD environments do work -- it will primarily affect write performance under load.
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