Abstract: All the insurance industries are facing the great challenge to find the ways and means to handle the huge digital data of the event logs, which were automatically generated for every business activity. It is a great challenge before the solution providers to find a solution to manage this data explosion. Merely providing a solution to hold these digital data is not wise enough, instead converting this digital data as a boon to trace the foot prints of the process and then convert it into visual models. These models can further be enhanced, which leads to process evolution. Machine learning and data mining are the only solutions to handle this challenge properly. This paper has made an attempt to convert the event logs in to a tangible visual model.