Use of analytics for optimizing company investments

We’ve helped our client with data analysis using inputs from last 12 years in order to optimize company investments. Analysis were developed in the R language according to CRISP-DM methodology. Outputs were summarized in easy to work with visualizations and recommendations. How did we do it? Analyzing failure effect of high voltage caused by vegetation and relationship analysis of ground connections.