In Apeldoorn, housing corporations, researchers, and designers are joining forces to make neighborhoods more future-proof, livable, and resilient. Using data at both neighborhood and housing complex levels, they are developing Neighborhood Plans that combine social and spatial interventions. Through close collaboration with local partners, a well-founded and practical approach is emerging that enables municipalities and organizations to better respond to residents needs. The ultimate goal of this project is to develop a “data compass”: a methodology that supports stakeholders in making joint, data-driven decisions to strengthen neighborhoods.