This story is surely more to do with how painful (Oracle) ERP implementations can be, rather than how good Teradata is? BI saved the day, and not Teradata specifically.

A significant piece that's missing is that overstock.com is Teradata's poster child for it's move to 64bit Linux away from 32bit MP-RAS (NCR's Unix).