So Nvidia (or Intel or AMD) told you that you need to AI to stay competitive. Not only that, but you needed a bespoke solution. Not the toy version out on the net every can get access to.
Strangely enough, they have some wonderful products coming to market which would be just what you need to build a large training network capable of injesting all your company data. They'd be happy to help you on this project.
All they had to do to get you to drop your guard was invite you by name to a "closed talk".