Many people are talking about data insights, or data analytics, without exactly knowing what they mean. They’ve heard that the company will benefit but don’t know how to get there. They might try to “throw money at it” and hire talented Data Scientists hoping they will magically get results, but that’s not the way it works.
Getting the right results all starts with what you do with your data. You collect data on your members based on their business activities. Now you must apply mathematical techniques to this data to obtain analytics. You then apply business knowledge to your analytics to gain insights. These insights will ideally provide you with information about your business that will allow you to act. For example, it might be an insight around payment trends that can help you work with members before there are problems, or it might be an insight into something new happening in the industry that you have to react to.