We want to monitor exports from our Netsuite environment to make sure we understand who is exporting large data sets, full financials etc. Is there any way to do this in Netusite?

We had export permission removed from all sales roles. No way to monitor systematically.

As Sam said, there is no native export log. One possible hole to consider plugging in addition to export access would be users ability to schedule reports.