In research-driven innovation, data is often treated as the final destination. Dashboards are built, reports are circulated, and metrics are tracked with increasing sophistication. The prevailing assumption is that more data will naturally reduce uncertainty. However, research across product development, design research, and innovation management consistently shows that data alone does not reduce risk. What determines success or failure is
