It may seem like an obvious point, but it is hard to overemphasize the importance of keeping your own inventory of internal data sources. This will be more than just accounting systems or your web servers’ analytic files. Think carefully about the many different types of data on hand and which need to be moved to that internal inventory. This is the best way to avoid unexpected data loss.