Great article, Dan. We for sure have witnessed the importance of thinking through the whole end-to-end process from high level business need to fleshing out the requirement, translation to technical problem, collecting good quality data, and envisioning how it will be deployed every day. Thinking through the whole purpose and corresponding deployment strategy before starting to build goes a long way in impacting the business. Very well done!