Typically, delivering a data solution ends by giving analysts access to reports. However, if you also need data analysis services, we can deliver. To do this right, we will have to understand not only what the business case for the data solution is, but what the broader business context of the analysis is. This is the stage we may need additional information on your business, external data you have access to, and more.
Data analysis is most productive when you know the questions you need answers to. If you do, this stage is where we look at the trends and relationships surrounding the variables you're interested in. For example, if you know you're interested in finding out the impact of KPIs on customer retention, we'll get to it.
Sometimes, data analysis is not about answering specific questions, but rather exploring where there is potential for productive data-driven decisions. This is where exploratory analysis techniques and statistical methods such as machine learning can be very helpful. Exploratory analysis often gives unexpected results and reveals new relationships that can guide you in management.
Once the analysis is complete, it's time to prepare a presentation. Depending on the target audience, this can be technical to varying degrees. If needed, we can present the findings directly to the relevant stakeholders.