A computer-implemented method for recommending one or more materials used in designing and manufacturing parts may include receiving data from at least three data sources. The data sources may include a sourcing, manufacturing, and design data source. The data source data may be standardized to obtain a collection of data including a dataset of materials for consideration in recommending one or more materials for use in one or more parts. The method may also include receiving optimization metrics and constraints for the dataset of materials. Optimization values for each material based on the dataset of materials and the one or more optimization metrics may be determined. An optimization algorithm on each material may be performed based at least on the optimization values and the constraints to obtain one or more recommended materials from the dataset of materials for use in a design of one or more parts.