Incomplete records
Sometimes a business does not keep (or have) proper records. Most countries require a business to keep accounting records by law, so in my experience the only time a business does not have records is when there is something like a fire, or records are lost or destroyed. When this happens, there are several techniques which can be used to help “build” a set of accounts. Here is a nice article from CPA Ireland which details some of these.