To remain competitive in the international market, it is particularly important for companies from high-wage countries to place requirement-compliant products on the market. In this context, the efficient and effective execution of development projects is becoming increasingly significant. As part of this work, a methodology was developed that supports the implementation of preventive control measures to meet established time, cost, and quality objectives through the application of a predictive analytics model.