We've developed a feature called Magic Data Enhance that simplifies the process of presenting data insights to stakeholders by automatically adjusting charts and maps to make them more engaging. This is achieved through an AI-powered pipeline that uses cutting-edge research, including a state-of-the-art agentic AI model named FACADE, which can analyze data and adjust it based on user input and context. The feature is designed to save data teams time and effort, allowing them to focus on high-ROI work, while also providing stakeholders with reliable and consistent metrics. The Magic Data Enhance pipeline is built on a hybrid NVIDIA/Cerebras cluster and executes in under 7 minutes, making it possible to make permanent updates to the underlying database and propagate changes to upstream systems of record.