This study aims to develop a GP and AHP model which aids in planning the distribution of capacity building projects and activities across the regions. The strategy applied to ensure equitable distribution of projects and activities is through regional clustering. The goal programming (GP) model was utilized to aid in realizing the feasibility of target number of projects and activities set for each regional cluster. Results showed that the targets set per regional cluster during the planning stage were only achieved for the Awards and Fellowship program. Further, the AHP model was also created to help the Council in prioritizing the recipients of capacity building programs to ensure alignment with the Council’s objective.