The article discusses how businesses face challenges in managing research and development due to technological complexity and economic issues. It suggests that collaborating with external partners can help drive growth. The study introduces a fuzzy logic-based decision support system to help companies choose the right innovation model based on market trends. The model can predict the best approach for different types of businesses, including telecom companies.