Institutions have many unique cultures and organizational structures that can strengthen or inhibit the planning and implementation of initiatives to enhance data-informed decision-making, build supporting infrastructure, and align the necessary human resources. This chapter discusses different strategies for aligning resources and organizing Institutional Research and Business Intelligence functions. Additionally, the authors present the strengths, challenges, and unintended impacts of varying alignment options.