Hawkins Point evaluated metadata management and data modeling tools, providing a detailed comparison of the options/vendors. We delivered both a data architecture playbook with standards for defining conceptual, logical, and physical data models, and a fully attributed and annotated logical model for the Commercial Data subject area. The playbook detailed steps to map physical data models to the logical model, ensuring data lineage. We defined a conceptual model for the entire Commercial scope including Master Data, Sales, Marketing, Market Access, Regulatory, and Supply Chain. We mapped the client’s commercial data environment to the logical model.