For companies, long-term technology planning is necessary in order to reach and maintain competitive advantage in technology based industries. Since building technological competencies is a costly task, companies have to focus on the most promising development activities. On this topic, we are conducting workshops with chief technology officers and members of the technology planning committees of multinational companies. The intended output of the research is a management approach how to deal with such technologies.