Walk through the journey of IBM enabling intelligent enterprises for a big pharma client, deploying end-to-end data science architecture with SAP HANA and open-source tools along with DevOps integration. Other tools used included Python, JupyterLab, Bitbucket, and Jenkins, which all aided in scaling and deploying operational AI solutions to utilize machine learning. The last piece to the intelligent enterprise puzzle was the enablement of agile framework to incubate and deploy use cases to enable intelligent workflows in finance and supply chain.