When investigating the causes of Lehman's collapse, a review of its AIS and other data systems was a key component, along with document collection and review and witness interviews. The search for the causes of the company's failure "required an extensive investigation and review of Lehman's operating, trading, valuation, financial, accounting and other data systems," according to the 2,200-page, nine-volume examiner's report.