Watch a 27-minute conference talk from Data Science Conference Europe 2022 exploring how data science professionals can effectively demonstrate their minimum viable products (MVPs) without waiting for front-end development. Learn practical strategies for creating interactive, cloud-hosted demos that showcase modeling results and gather user feedback, moving beyond traditional Jupyter notebooks and documentation. Discover techniques for owning product development and enabling stakeholders to test edge cases early in the development process, ultimately leading to more robust solutions before customer deployment. Delivered by Liliya Akhtyamova in Belgrade, this presentation addresses common challenges faced when presenting data science projects to product managers and stakeholders.