That's false, "strictly economic theoretical speaking" inflation is a function of spending and savings (among others). If you take savings and use it to increase spendings, that causes demand-pull inflation.
Very few wealthy people keep their wealth in savings. Maybe now with interest rates up it is higher, but any prudent wealth advisor will steer most of that money pile back into the economy.