With the high volume of data coming into your organization, it’s important that it be complete, correct, and timely. But considering the velocity at which this data is moving, how do you measure its current quality? You must be able to test it wherever it sits still enough to be viewable, without altering it.

We live in a world where data is constantly being recorded. In software, determining the timing of when to use that data is critical to making the most of the information. You should take into account data freshness, the data-gathering processes and any dependencies between them, and when to distribute information.

When managing and storing information, the cloud is a reasonable place to do that, but you need to realize that, as with a personal computer or any other device, it needs to have a backup (or more than one, for important things). Luckily, there are several ways to make local backup copies of critical data.