A multidisciplinary research team needs a well-crafted framework to guide their behavior, nurture their growth, and cultivate their culture. Otherwise, they feel stuck in growth and unmotivated to collaborate. Through a participatory design, the authors established a three-pillar excellence framework at Uber. First, it focuses on the research impact on product experimentation, products, roadmaps, and the company/organization. Second, it promotes creative research methods that successfully prioritize work, produce and scale rigorous insights, and empower other researchers. Third, it recognizes true partnership cross functional teams and beyond their own product area. This framework worked well at Uber for years, and recently was applied by the authors in Booking.com and Course Hero with some modifications. As this starter framework, they hope all researchers and research leaders can build their own ones based on their situations.