Data Pipe Lines - How Do You Deal With Them?

When dealing with automation, things are changing dynamically. It would need to be extracted, cleansed, transformed and then loaded - that could be quite a long process. And once you have that process, there's lots of potentials for breaks in that pipe line. There are companies now that are specializing on helping companies bring their data together in an integrated world.