A regional air carrier wanted to expand its activities. In order to help them in their decision-making process, OCTANT Aviation identified the most promising air routes in terms of demand and competition. We analyzed traffic data (from GDS-Global Distribution Systems databases) in order to define different scenarios (airports to be served, routes to be set up, frequency, and schedules to be offered) and to assess the potential for profitability of air routes.