Dirty data—outdated, incomplete, or incorrect records—is a pervasive issue in CRM systems. It leads to inefficiencies, missed opportunities, and wasted resources. For example, contacts with null names or missing associated companies can skew reporting,...

Sometimes it's necessary to merge multiple structured files into a single file, for example prior to a bulk SQL execution. This guide will explain how to use the MergeRecord...

APIs often limit the amount of data returned from a single call by paginated results. This can create challenges if you needed to pull in 10,000 records but each response only returns 100 for each request. In this scenario Clockspring needs to loop...

There are times when you need to guarantee that all processing is complete at one phase of a data pipeline prior to beginning the execution of the next stage.

Imagine a financial institution that processes transaction...