For your algorithms to perform effectively, your data needs to be accessible through real-time data pipelines. These pipelines run into big data warehouses that consolidate everything in the cloud. And it’s through the cloud that you have access to unlimited compute, faster network speed and highly resilient infrastructure.
Introduce messy data into the picture and you’re presented with your biggest stumbling block. Because of the limitations posed by legacy infrastructure, you become restricted to running batch jobs to accommodate your data needs. This alone creates problems within your data. Leaving it disparate, unstructured and messy.
We see this issue everywhere and within every business. It doesn’t matter if
you are a small, medium or even a large corporation, the problem is universal.