As maritime technology becomes more advance, it produces a large number of data with various information. The information could be obtained from the system which is transmitting data such as AIS (Automatic Integrated System), VTS (Vessel Traffic Services), IBS (Integrated Bridge System), LRIT (Long-Range Identification and Tracking), and so on. An integration of this data can produce useful form of information. It leads to an opportunity for parties whose can manage those information to become a new form of business. The idea is to manage data to become information which can support maritime stakeholders. This research proposes a process in developing various business models by integrating AIS data with other relevant data and then further evaluated using a Financial Analysis. This research is expected to be a reference in fulfilling the needs of maritime stakeholder and providing an overview of businesses which are feasible to be conducted.